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28 Perceptionof Motion, Depth, and Form The Parvocellularand Magnocellular PathwaysFeed Into Two ProcessingPathwavsin ExtrastriateCortex Motion Is Analyzed Primarily in the Dorsal Pathwav to the ParietalCorter Motion Is Representedin the Middle Temporal Area Cells in MT Solve the Aperture Problem Control of Movement Is SelectivelyImpaired by Lesions of MT Perceptionof Motion Is Altered by Lesions and Microstimulation of MT D e p t h V i s i o n D e p e n d so n M o n o c u l a rC u e sa n d B i n o c u l a r Disparity Monocular Cues CreateFar-FieldDepth Perception StereoscopicCues CreateNear-Field Depth Perception Information From the Tu'o Eyes Is First Combined in the Primary Visual Cortex Random Dot StereogramsSeparateStereopsisFrom Object Vision Obiect Vision Depends on the Ventral Pathwav to the Inferior Temporal Lobe Cells in V2 Respond to Both Illusorv and Actual Contours Cells in V4 Respond to Form Recognition of Facesand Other Complex Forms Depends Upon the Inferior Temporal Cortex Visual Attention FacilitatesCoordination Between Separate Visual Pathways The Binding Problem in the Visual Svstem An Overall View N vISIoN,AS IN orHERmental oPerations, we exPerrence the world as a whole. Independent attributesmotion, depth, form, and color-are coordinated into a single visual image. In the two Previous chapters we began to consider how two parallel Pathways-the magnocellular and parvocellular pathways, that extend from the retina through the lateral geniculate nucleus of the thalamus to the primary visual (striate) cortexmight procluce a coherent visual image. In this chapter we examine how the information from these two pathways feeds into multiple higher-order centers of visual processingin the extrastriate cortex. How do these pathways contribute to our PercePtion of motion, depth, form, and color? The magnocellular (M) and parvocellular (P) pathways feed into two extrastriate cortical pathways: a dorsal pathway and a ventral pathway. In this chapter we examine, in cell-biological terms, the information processingin each of these pathwaYs. We shall first consider the perception of motion and depth, mediated in large part by the dorsal pathway to the posierior parietal cortex. We then consider the perception of contrast and contours, mediated largely by the ventral pathway extending to the inferior temporal cortex. This pathway also is concerned with the assessment of color, which r.r,'ewill consider in Chapter 29' Finally, we shall consider the binding problem in the visual system: how information conveyed in parallel but separatepathways is brought together into a coherent perception. Chapter 28 / Perceptionof Motion, Depth, and Form T h i c ks t r p e S t r i p e s1 na r e a18 nterbloD Blob 'r i ; a(; F i g u r e2 8 - 1 O r g a n i z a t i o no f V 1 a n d V 2 . A . S u b r e g i o n isn V ' l ( a r e a1 7 )a n d V 2 ( a r e a1 B ) .T h i s s e c t i o n f r o m t h e o c c i p i t allo b e o i a s q u i r r e m l o n k e ya t t h e b o r d e ro f a r '1 e a s 7 a n d 1 B w a s r e a c t e dw i t h c y t o c h r o m eo x i d a s eT h e c y t o c h r o m eo x i d a s es t a n s t h e b l o b si n V 1 a n d t h e t h i c ka n d t h n s t r i p e si n V 2 . ( C o u r t e s yo f M L i v i n g s t o n e . ) The Parvocellular and Magnocellular Feed Into Two Processing Pathways in Extrastriate Cortex Pathways In Chapter 27 we saw that the parallel parvocellular and magnocellular pathways remain segregatedeven in the striate cortex. What happens to these P and M pathways beyond the striate cortex? Early researchon these pathways indicated tirat the P pathway continues in the ventral cortical pathway that extends to the inferior temporal cortex, and that the M pathway becomes the B . C o n n e c t i o nb s e t w e e nV l a n d V 2 T h e b l o b si n V 1 c o n n e c t p r i m a r i l yt o t h e t h i n s t r p e s i n V 2 , w h i l e t h e i n t e r b l o b si n V 1 .^1np.- t^ intarstr na< n V2 i P v J i ' v ave, 48 nln ccrs o thg th Ci l r e a( M T ) .B o t h t h i n s t r i p e si n V 2 a n d t o t h e m i d d l et e m p o r a a -h s r o r e ct o V 4 c . s t ' i p e si n V 2 a l s op r o j e c t a r ^ oi ^ t e r s t r i p e p to MT dorsal pathway that extends to the posterior parietal cortex. However, the actual relationships are probably not so exclusive. The evidence for separation of function of the dorsal and ventral pathways begins in the primary visual, or striate, cortex (V1). Staining for the mitochondrial enzyme cytochrome oxidase reveals a precise and repeating pattern of dark, peg-like regions about 0.2 mrn in diameter called blobs. The blobs are especially prominent in the superficial layers 2 and 3, where they are separated by intervening regions that stain iighter, ti're in- 550 Part V / Perception Dorsa pathway . ' V I P g . l'....'.....,,/ ..-/ MST ..'--.-ve ntra (temporal) pathway . ,, .,,))', .{rtl$hsF't'iii{s!t{$ss$##ry : t i..' 1",-" PIT 't" ..:."> VA . ' T h i c ks t r i p e irt:: ^{ :trr"tt 3 Dorsal ( P a n e tl a ) pathway IVlT ,;t:i 4B 4ccl 4Cp V1 . ,.:.LGN v4 Hetlna Ventra (temporal) _,,pathway '' | ',,,a ,"'u) ,')'.2, ,/ -4. tGN I+S H Parvo %,B "qqfo,_:\ a., o nu'' v1 F- !-,;. \2 H * 6 *A - ' % G \* -GiY p.e,, Doarr'nav Vroo""'%\--\ \=^ Mcels v palnway F i g u r e 2 S - 2T h e m a g n o c e l l u l a(rM ) a n d p a r v o c e l l u l a(rP ) p a t h w a y sf r o m t h e r e t i n a p r o j e c tt h r o u g h t h e l a t e r a lg e n i c u l a t e n u c l e u s( L G N ) t o V 1 . S e p a r a t ep a t h w a y st o t h e t e . n p o r a a - o p a r i e t acl o i l c e s c o L ' s et l ^ ' o L g ht h e e r t ' a s t r i a t ec o " t e r b e g i n n i n gi n V 2 T h e c o n n e c t i o n s h o w n i n t h e f i g u r ea r e b a s e d o n e s t a b l i s h ea d n a t o m i c ac o n n e c t i o n sb, u t o n l vs e e c t e d c o n n e c t r o n sa r e s h o w n a n d m a n y c o r t t c aa r e a sa r e o m l t t e d( c o m p a r eF g u r e 2 5 - 9 ) .N o t e t h e c r o s sc o n n e c to n s b e t w e e nt h e t w o pathways n severalcorticalareas.The parietalpathwayre- c e r v e si n p u tf r o m t h e M p a t h w a yb u t o n y t h e t e m p o r a p a t h w a y T e c ev e s i n p u tf r o m b o t h t h e M a n d P p a t h w a y s (. A b b r e v i l r e a ,C I T - c e n t r a i n f e a t i o n s :A I T : a n t e r i o ri n f e r o rt e m p o r a a l a t e r a i l n t r a p a r i e t a rl e a ,M a g n o : r i o rt e m p o r a a r e a ;L I P m a g n o c eu l a ' l a v e r so ' t h e a t e r a 'g e n c u a t e ^ u c ' e u s ;M S T l rea; m e d i a s u p e ro r t e m p o r a a l r e a ;M T - m i d d l et e m p o r a a P a r v o - p a r v o c el u l a rl a y e r so f t h e l a t e r ag e n c u l a t en u c l e u s ; l r e a ;V I P : v e n t r a li n t r a p a r i P I T - p o s t e r i o irn f e ro r t e m p o r a a e t a a r e a . t)B a s e do n V e ' ' g a ^a ^ d M a u n s e 1 9 9 3 . ) terblob regions. The same stain also reveals alternating thick and thin stripes separated bv interstripes of little activity (Figure 28-1 in the secondarv visual cortex, or V2). Margaret Livingstone and David Hubel identified the anatomical connections between labeled regions in V1 and V2 (Figure 28-18). They found that the P and M pathways remain partially segregated through V2. The M pathway projects from the magnocellular layers of the lateral geniculate nucleus to the striate cortex, first to laver 4Cct and then to layer 48. Cells in layer 48 project directly to the middle temporal area (MT) and also to the thick stripes in V2, from which cells also project to MT. Thus, a clear anatomical pathrt'ay exists from the magnocellular lavers in the lateral geniculate nucleus to MT and from there to the posterior parietal cortex (Figure 28-2). Cells in the parvocellular layers of the lateral geniculate nucleus project to layer 4CB in the striate cortex, from u'hich cells project to the blobs and interblobs of Vl. The biobs send a strong projection to the thin stripes in V2, whereas interblobs send a strong projection to the interstripes in V2. The thin stripe and interstripe areas of V2 mav in turn project to discrete subregions of Y4, thus maintaining this separation in the P pathwav into V4 and possibiy on into the inferior temporal cortex. A pathway from the P cells in the lateral geniculate nu- 55'1 Chapter 28 / PercePtionof Motion, Depth, ancl Form l + \ i \ i ' \ ; \ i \ i \ :1-'-, '..'\|. ,,,v ,:J A l m a g em o v e m e n t R trr;a the parietal and inferior temporal cortices. Blocking the magnocellular layers of the lateral geniculate nucleus eliminates the responses of many cells in MT and always reduces the responses of the remaining cells; biocking the parvocellular layers produces a much weaker effect on cells in MT. In contrast, blocking the activity of either the parvocellular or magnocellular layers in the lateral geniculate nucleus reduces the activity of neurons in V4. Thus, the dorsal pathwav to MT seems primarily to include input from the M pathway, whereas the ventral pathwav to the inferior temporal cortex appears to inciude input from both the M and P pathways. We can now see that there is substantial segregation of the P and M pathways up to V1, probably mn,iomont F i g u r e2 8 - 3 M o t i o ni n t h e v i s u a fl i e l dc a n b e p e r c e i v e idn two wavs. A . W h e nt h e e y e sa r eh ed s t i l l t, h e i m a g eo f a m o v i n go b l e c t t o v e m e ndt e p e n d s t hse r e t i n al.n f o r m a t i oanb o u m tTaverse u p o ns e q u e n t ifai rl i n go f r e c e p t o ri sn t h e r e t i n a . B .W h e nt h e e y e sf o l o w a n o b j e c tt,h e i m a g eo f t h e m o v i n g o b j e cfta l l so n o n ep l a c eo n t h e r e t i n aa n dt h e i n f o r m aotn s c o n v e v ebdy m o v e m e not f t h e e y e so r t h e h e a d . A t:, t.t t: o:_-* \' tr. q @ _*,4 ta ls / R e a lm o t o n II cleus to the inferior temporal cortex can therefore also be identified (Figure 28-2). But are these pathways exclusive of each other? Several anatomical observations suggest that they are not. In V1 both the magnocellular and parvocellular pathways have inputs in the blobs, and local neurons make extensive connections between the blob and interblob compartments. In V2 cross connections exist between the stripe compartments. Thus, the separation is not absolute, but whether there is an intermixing of the M and P contributions or whether the cross connections allow one cortical pathr,r'ayto modulate activity in the other is not clear. Results of experiments that selectively inactivate the P and M pathways as they pass through the lateral geniculate nucleus (described in Chapter 27) also erode the notion of strict segregationbetween the pathways in V1. Blocking of either pathway affects the responsesof fewer than half the neurons in V1, which indicates that most V1 neurons receive physiologically effective inputs from both pathways. Further work has shown that the responsesof neurons both n'ithin and outside of the blobs in the superficial lavers of V1 are altered bv blocking only the M pathway. Both observations suggest that there is incomplete segregation of the M and P pathways in V1. This selective blocking of the P and M pathways also reveals the relative contributions of the pathways to t, V K n e s t h e t i cs e n s o r y r m p us e s ,I m e I . 6 'u II V K i n e s t h ect s e n s o r y m p u s e s ,1 m e I s B G------;\. \ \ --.O ,.2 ----A P P a r e n Im o l o n -----+> \\ ,a // .><, tr-) F i g u r e 2 8 - 4 T h e i l l u s i o no f a p p a r e n t m o t i o n i s e v i d e n c e t h a t t h e v i s u a l s y s t e m a n a l y z e sm o t i o n i n a s e p a r a t ep a t h way. d s a s e q u e n c eo f v s u a s e n s a A . A c t u a lm o t i o ni s e x p e r i e n c e a t i o n s ,e a c h r e s ut i n g f r o m t h e m a g ef a l l i n go n a d i f f e r e n tp o s i tionin the retna. B . A p p a r e n tm o t i o nm a y a c t u a l l yb e m o r e c o n v l n c r n tgl . r a na c t u a l m o t o n , a n d i s t h e p e r c e p t u abl a s i sf o r m o t i o np i c t u r e s T h u s ,w h e n t w o g h t s a t p o s i to n s 1 a n d 2 a r e t u r n e do n a n d o f f a t s u i t a b l el n t e r v a l sw, e p e r c e i v ea s i n ge l i g h tm o v i n gb e t w e e n t h e t w o p o i n t s .T h s p e r c e p t u ai l l u s i o nc a n n o tb e e x p a i n e db y p r o c e s s i n g t n b a s e do n d i f f e r e n tr e t i n a l of informao p o s i to n s a n d i s t h e r e f o r ee v i d e n c ef o r t h e e x i s t e n c eo f a s p e c i a v i s u a ls y s t e mf o r t h e d e t e c t j o no f m o t i o n ( F r o mH o c h b e r g 1 9 7 8) 552 PartV/Perception nn M o t i o ns t u d y : mov ng vs stationary f n nr nnlnr ctr rdr, ',c nr:r, Motion Is Analyzed Primarily in the Dorsal Pathway to the Parietal Cortex Corona Corona F i g u r e2 8 - 5 S e p a r a t eh u m a n b r a i n a r e a sa r e a c t i v a t e db y motion and color. M o t i o n s t u d i e s .S r xs u b l e c t sv r e w e da b l a c l a n d w h i t e r a n d o m - o opta t t e ' ^t h a l m o v e dr n o n e o ' e r g h td r e c t , o r so ' r e m a i n e ds t a t i o n a r yT.h e f i g u r es h o w s t h e e f f e c to f m o t i o nb e c a u s et h e P E Ts c a n st a k e nw h l e t h e p a t t e r nw a s s t a t i o n a r y w e r e s u b t r a c t e df r o m t h o s e t a l . e nw h l e t h e p a t t e r nw a s m o v i n g .T h e w h i t e a n d r e d a r e a s s h o w t h e h g h e n d o f a c t i v i t y( i n c r e a s e db l o o df l o w ) T h e a r e a sa r e l o c a t e do n t h e c o n v e x i t yo f .i lrr -u ^p t.c-> -u - " d t c u u L Y \ d^L+-L xr Lp- j r r - c -o n o f R . o d m a ^ r ' q a r e a S1 9 ta n d3 7 . C o l o r s t u d i e s .T r e s u b . e c t sv e w e d a c o l l a g eo f 1 5 s q - a r e s a^d rceta^nlcs nf di'fpren'.^ nrq ^T a la.^) -he 9 \ \/trr, 'tre Sa'ne w v I , a random assortment of equally connected areas.There is substantial evidence for two major processing pathways, a dorsal one to the posterior parietal cortex and a ventral one to the inferior temporal cortex, but other pathways may also exist. Second, there is strong evidence that the processingin these two cortical pathways is hierarchical. Each level has strong projections to the next level (and projections back), and the type of visual processing changes systematically from one level to the next. Third, the functions of cortical areasin the two cortical pathways are strikingly different, as judged both by the anatomical connections and the cellular activity considered in this chapter and by the behavioral and brain imaging evidence discussed in Chapter 25. Our examination of the functional organization r,r,'ithinthese vast regions of extrastriate visual cortex begins with the dorsai cortical pathway and the most intensivelv studied visual attribute, motion. We then examine the processing of depth information in the dorsal pathway. Finally, we turn to the ventral cortical pathway and consider the processing of information related to form. Color vision is the subject of the next chapter. ! p a t t e ' n sr g ' a ys h a d e o I i g * r es h o w st h eo i " e r e ^ c ei n s' y -he b o o df l o ww i i e v i e w i n gL h ec o L oar ^ dg " a yp a t t e ' ^ s area l o w ,s u b s e r v r nt hge p e r c e p t i oonf c o l o ri,s s h o wn g l n c r e a s ef d l o c a t e or { e ro ' y a n dm e d . a l liyr t h eo c c , p i r ca ol r l e r .t F r o - Z e k '1 e t a l . 9 9 1) . separation into V2, a likely predon-rinance of tl-re M input to the dorsal pathway to MT and the parietal cortex, and a mixture of P and M input into the pathway leading to the inferior temporal lobe (as indicated by the lines crossinp;between the pathways in Figure 28-2). Wllat shoulc1we conclude about the organization of visual processing throughout the multiple areas of the visual cortex? First, we knor,r'that there are specific serial pathways through the multiple visual areas,not just We usually think of motion as an object moving in the visual field, a car or a tennis ball, and we easily distinguish these moving objects from the stationary background. However, we often seeobjectsin motion not because they move on our retina, but because we track them with eve movements; the image remains stationary on the retina but we perceive movement because our eyes move (Figure 28-3). Motion in the visual field is detected by comparing the position of images recorded at different times. Since most cells in the visuai svstem are exquisitely sensitive to retinal position and can resolve events separated in time by 10 to 20 milliseconds, most cells in the visual system should, in principle, be able to extract information about motion from the position of the image on the retina by comparing the previous location of an object with its current location. What then is the evidence for a special neural subsystem specialized for motion? The initial evidence for a special mechanism designed to detect motion independent of retinal position came from psychophysical observations on appnrerttmotion, an illusion of motion that occurs when lights separated in spaceare turned on and off at appropriate intervals (Figure 28-4). The perception of motion of objects that in fact have not changed position suggeststhat position and motion are signaled by separatepathways. Chapter 28 / Perceptionof Motion, Depth, and Form 553 Box 28-1 Optic Flow -"isual fieid Optic flon' refers to the perceived motion of the that results from an individual's own movement through the environment. With optic flow the entire visual field moves, in contrast to the local motion of objects.Optic flor'r,'providestwo types of cues: information about the orgarrization of the environment (near objects will move faster than more distant objects) and information about the control of posture (side-toside patterns induce body sway). Particularlv influential in the development of ideas about optic flow was the demonstration bv the experimental psychologist James J' Gibson that optic flow is critical for indicating the direction of obsen'er movement ("heading"). For example, n'hen an individual moves forward with eyes and head directed straight ahead, optic flow expands outward from a point straight ahead in the visual field, a pattern that is frequently used in movies to show "nrnp chin fliohf Motion Is Represented in the Middle Temporal Area Experiments on monkeys show that neurons in the retina and lateral geniculate nucleus, as well as many areas in the striate and extrastriate cortex, respond very well to a spot of light moving across their receptive fields. In area V1, however, cells respond to motion in orredirection, while motion in the opposite direction has little or no effect on them. This directionalselectiaittlis prominent among cells in layer 48 of the striate cortex. Thus, cells in the M pathway provide input to cells in 48, but these input cells themselves do not show directional selectivity.They simply provide the raw input for the directionally selective cortical cells. In monkeys one area at the edge of the parietal cortex, the middle temporal area (MT), appears to be devoted to motion processingbecausealmost all of the cells are directionally selectiveand the activity of onlv a small fraction of these cells is substaniially aitered by ihe shape or the color of the moving stimulus. Like V1, MT has a retinotopic map of the contralateral visual fieid, but the receptive fields of cells within this map are about 10 times wider than those of cells in the striate cortex. Cells with similar directional specificity are organized into vertical columns running from the surface of the cortex to the white matter. Each part of the visual field is represented by a set of columns in which cells respond to different directions of motion in that part of the visual fieid. This columnar organization is similar to that seenin V1. Cells in MT respond to motion of spots or bars of Where is optic flon' represented in the brain? Neurons in one region of the medial superior temporal area of the parietal cortex in monkevs respond in rvays that rvould make these cells ideal candidates to analvze optic flor'r'.These neurons respond selectively to motion, have recePtive fields that cover large parts of the visual field, and respond preferer-rtiallyto large-field motion in the'n'isualfield. Additionally, the neurons are sensitive to shifts in the origin of full-field motion and to differences in speed between the center and peripherv of the field. The neurons also receive input related to eye movement, r,r,'hichis particularly significant becausefonvard movement is typically accompanied by eve and head movement. Finally, electrical stimulation of this area alters the abilitv of the monkev to locate the point of origin of field motion, providing further evidence that the superior temporal area of the parietal cortex is important for optic flor,l'. light by detecting contrasts in luminance. Some cells in MT also respond to moving forms that are not defined by differences in luminance but by differences only in texture or color. While tl-resecells are not selective for color itself, they nonethelessdetect motion by responding to an edge defined by color. Thus, even though MT and the dorsal pathway to the parietal cortex may be devoted to the analysis of motion, the cells are sensitive to stimuli (color) that were thought to be analyzed primarily by cells in the ventral pathrt'ay. Stimulus information on motion, form, and color therefore is not processedexclusively in separatefunctional pathways. This description of motion processingis based on researchon the MT area in monkeys. In the human brain an areadevoted to motion has been identified at the junction of the parietal,temporal, and occipital cortices.Figure 28-5 shows ciranges in blood flow in this area in PET scans made while the subjectviewed a pattern of dots in motion. A cortical area adjacent to MT, the medial superior temporal area (MST), also has neurons that are responsive to visual motion and these neurons may process a type of global motion in the visual field called optic flow, n'hich is important for a person's oll'n movements through an environment (Box 28-1). Cells in MT Solve the Aperture Problem We have considered the response of MT neurons to the motion of simple stimulus like an edge or a line. How- trtr.A PartY / Perception A Apertureprollem B P r o p o s esdo l u to n E d g e2 F i g u r e2 8 - 6 T h e a p e r t u r eP r o b l e m . t i r e c t i o n sp r o d u c e A . T h r e ep a t t e r n sm o v n g i n t h r e e d i f f e r e n d p a r t o f t h e p a t t e r ni s w i t h i n p h y s r c a f o n l y u s s t i m u s a m e the v i e w , a n d t h u s a l l t h r e e p a t t e r n sa r e p e r c ev e d a s m o v i n gi n t h e s a m e d i r e c to n . T h r e ep a t t e r n sa r e s h o w n m o v l n g n t i . r r e ed r e c t i o n sW h e n s e e n t h r o u g ha s m a a p e r t u r et h e t h r e e g r a t i n g sa p p e a rt o m o v e i n t h e s a m e d i r e c t i o nd, o w n w a r da n d t o t h e r i g h t .T h i sf a i l u r et o a c c u r a t e l dy e t e c tt h e t r u e d r e c to n o f m o t i o ni s c a l l e dt h e a p e r t u r ep r o b l e m .( A d a p t e df r o m M o v s h o n et al 1985.) B . A f o r m a ls o l u to n t o t h e a p e r t u r ep r o be m . W h e n m o t i o ni n d i f f e r e n td i r e c t i o n sd, o w n w a r d( 1 )o r r r g h t w a r d( 2 ) , s s e e n t h r o u g ha s m a l la p e r t u r et,h e m o t i o no f t h e e d g e s e e nt h r o u g h t h e a p e r t u r ed o e s n o t i n d l c a t et h e t r u e d i r e c t i o no f t h e e n t i r e p a t t e r nA . s s u m e n o w t h a t t h e a p e r t u r er e p r e s e n t st h e r e c e p t i v e f i e l do f a n e u r o n ,a n d t h a t t h e r ea r e t w o a p e r t u r e sr a t h e r t h a n o n e ( 3 ) T h i s r e p r e s e n t st h e s l t u a t i o nl n w h i c h t w o o r ur t o m o r e c e l l st h a t r e s p o n dt o s p e cf i c d i r e c t i o n sp e r p e n d i c a t h e i ra x i so f o r e n t a t i o na r e a c t i v a t e db y d i f f e r e n te d g e sm o v i n g i n d i f f e r e n td i r e c t i o n sA. h g h e r - o r d ecr e l lt h a t i n t e g r a t e tsh e s i g n as f r o m t h e J o w e r - o r d ec re l s c o u l de n c o d et h e m o t i o no f t h e e n t i r eo b l e c t ( A d a p t e df r o m M o v s h o n1 9 9 0 . ) ever, in the everyday world complex two- and threedimensional patterns often give rise to ambiguous or iilusory perception. Consider the example in Figure 28-6A, u'hich shows three gratings moving in three directions. When viewed through a small circular aperture, all three gratings appear to mol'e in the same direction. The observer only reports the component of motion that is perpendicular to the orientation of the bars in the gratings. This phenomenon, known as the apertttreproblem,applies to the studv of neurons as rt'ell as percepiion. Since most neurons in V1 and MT have relatively small receptive fields, they confront the aperture problem r,r'henan object larger than their receptive field moves acrossthe visual field. To solve the aperture problem, neurons may extract information about motion in the visual field in tn'o stages.In the initial stage neurons that respond to a specific axis of orientation signal motion of components perpendicular to their axis of orientation. The second stage is concerned with establishing the direction of motion of the entire pattern. In this stage higher-order neurons integrate the local comPonents of motion analyzed by neurons in the initial stage. The hypothesis that motion information in ihe visual system is processed in two stages was tested by Tony Movshon and his colleagues, who recorded the responsesof cells in V1 and MT to a moving plaid pattern. The neurons of Vl as well as the majority of neurons in MT responded only to the components of the plaid. Each cell responded best when the lines in the plaid moved in the direction preferred by the cell. Cells did not respond to the direction of motion of the entire plaid. Movshon therefore called these neurons compltleurlns. In contrast, about 20% nent directiort-selectiue of the neurons in MT responded onlv to motion of the plaid pattern. These cells, called pattern directiott- Chapter 28 / Perceptionof Motion, Depth, and Form A C o m p o n e n t so f s t m u l u s B D r e c to ^ s e n s i vt r t r / ' -V ' 2 Pad(90') I brar n9 90'pad Besponse to c o m p o n e n to st nrotion 90 90" Components ofplad N- N, o' 555 0' (360') 0' {360') .o @-- "w 214. / 135'pad Components of p aid s [:=] \=J / C D i r e c ot n s e n st i v i t y n M T 'l 2 P a i d{ 13 5 ' ) G r a tn g R e s p o n s teo c o m P o n e n tosf m o to n 90' 90' N' n, Y' 0' (360') 274' ffi* l{ F i g u r e2 8 - 7 N e u r o n s i n t h e m i d d l e t e m p o r a l a r e a o f c o r t e x i n m o n k e v s a r e s e n s i t i v et o t h e m o t i o n o f a n e n t i r e o b j e c t i n t h e v i s u a lf i e l d . A . S t i m u l iu s e dt o a c t i v a t ec e l l si n V 1 a n d M T P a i r so f g r a t i n g s a r e o r i e n t e da t a 9 0 oa n g l e( t o p )o r 1 3 5 "a n g l e( b o t t o m )t o e a c h o t h e r .W h e n e a c hp a i ri s s u p e rm p o s e dd u r i n gm o v e m e n t ,t h e r e s u l t i n gp l a i dp a t t e r na p p e a r st o m o v e d i r e c t l yt o t h e r i g h t .T h e m o t r o no f e a c hc o m p o n e n tg r a t i n gi s p e r p e n d i c u l at or t h e o r l e n t a t i o no f i t s b a r s .T h e m o v e m e n to f e i t h e rc o m p o n e n ta l o n e s h o ud s t i m u l a t ef i r s t - s t a g en e u r o n st h a t p r e f e rt h e d r e c t i o no f m o t i o no f t h e o n e g r a tn g . W h e n t h e t w o g r a t i n g sa r e s u p e rm ee ) urons p o s e dt o f o r m a m o v i n gp a i d ,o t h e r ( s e c o n d - s t a g n s h o u l db e a c t i v a t e d . B . P o l a rp o t s i u s t r a t et h e m o t o n s i g n ae d b y f r s t - s t a g en e u r o n s n V 1 . T h e p l o t ss h o w t h e r e s p o n s eo f a n e u r o nt o t h e d r e c t i o n( 0 t o 3 6 0 ' ) o f m o t i o no f i n d i v i d u ag r a t i n g s( 1 )a n d t h e p l ad ( 2 ) .T h e r e s p o n s eo f t h e n e u r o nt o m o t o n n e a c hd i r e c t i o n i s n d c a t e db y t h e d i s t a n c eo f t h e p o i n tf r o m t h e c e n t e ro f t h e o l o t .T h e c r c l ea t t h e c e n t e ri n d i c a t e st h e n e u r o n ' sa c t l v t y when no st mu us is presented. 1 . T h i s n e u r o nr e s p o n d sb e s t w h e n t h e m o t i o no f a g r a t i n gi s d o w n w a r da n d t o t h e r i g h t( b l u e a r r o w ) 2 . W h e n p r e s e n t e dw i t h t h e m o v i n gp l ad , t h e n e u r o nr e s p o n d s t o t h e m o t i o no f e a c hc o m p o n e n tg r a t i n g( s o l i dc o l o r ) r a t h e r t h a n t o t h e r r g h t w a r dm o t o n o f t h e p a i d . T h e r e s p o n s eo f t h e c e l lt o t h e g r a t i n gc o m p o n e n t si s e x p e c t e dt o h a v et h e t w o l o b e dc o n fi g u r a to n n d i c a t e db y t h e d a s h e d l i n e s .N e u r o n s t h a t r e s p o n do n l yt o t h e m o t o n o f t h e c o m p o n e n t so f t h e p l ad a r e r e f e r r e dt o a s c o m p o n e n td r r e c t i o n - s e l e c t inveeu r o n s . t h e m o t o n s i g n a l e db y a h g h e r C . T h e s ep o a r p l o t si l l u s t r a t e i r e a( M T ) . o r d e rn e u r o nl n t h e m i d d l et e m p o r a a 1 . A s w i t h t h e o w e r - o r d ecr e l l r n V 1, t h s c e l li n M T r e s p o n d st o r n o to n d o w n w a r da n d t o t h e r i g h t . 2 . W h e n p r e s e n t e dw i t h t h e p a i d ,t h e n e u r o nr e s p o n d st o t h e d r e c t o n o f m o t o n o f t h e p l a i d( s o l i dc o l o r ) ,n o t t o t h e d r e c t i o n so f t h e c o m p o n e n tg r a tn g s ( d a s h e dl i n e ) .T h s i n d i c a t e s t h a t t h e n e u r o nh a s p r o c e s s e dt h e c o m p o n e n ts i g n a l so f V 1 i n t o a m o r e a c c u r a t ep e r c e p t i o no f t h e m o v e m e n to f t h e o b j e c t ,a n d t h e n e u r o ni s r e f e r r e dt o a s a p a t t e r nd r e c to n ']985.) s e n s i tv e n e u r o n .( M o d f i e d f r o m M o v s h o ne t a l . 556 l' art V / Perception sertsitiueneurons, receive input from the component direction-selective celis (Figure 28-7). Thus, as suggested by the two-stage hypothesis, the g/obal rnotiort of an object is computed by pattern-selectiveneurons in MT based on the inputs of the component directionselectirreneurons in V1 and MT. Control of Movement Is Selectively Impaired by Lesions of MT T a T o e tm o ' e r e 1 t /. - E y en - r o v e n r e n t -;{'" t't ' .-**-<-* 500ms F i g u r e2 8 - 8 C o r t i c a ll e s i o n si n m o n k e y s a n d h u m a n s p r o d u c e s i m i l a r d e f i c i t si n s m o o t h - p u r s u i te v e m o v e m e n t . A . S m o o t hp u r s ut e y e m o v e m e n t so f a m o n k e yb e f o r ea e s i o n i n t h e f o v e a lr e g i o nm e d i a s u p e r i o tre m p o r a a r e a( M S T )i n t h e r i g h th e m i s p h e r e( p r e l e s i o n )a n d2 4 t t a f t e rt h e e s o n ( p o s t l e s i o n ) .T h e m o n k e y ' st a s k i s t o t o k e e pt h e m o v i n gt a r g e to n t h e f o v e ab y m a k n g s m o o t h p u r s ut e y e m o v e m e n t .T h e d o t t e d l i n e s h o w s t h e p o s i t i o no f t h e t a r g e to v e rt i m e T h e s t m u l u s s t u r n e do f f w h e r e t h e m o n k e yi s f x a t i n ga n d t h e n t u r n e do n a g a i na s i t m o v e ss m o o t h l ya t 1 5 ' p e r s e c o n dt o t h e r i g h t .T h e d y e m o v e m e n t sa s t h e m o n s o l i d l i n e ss h o w s u p e r i m p o s ee k e y p u r s u e st h e t a r g e to n 10 s e p a r a t et r i as N o t e t h a t b e f o r e t h e i e s i o nt h e m o n k e yn e a r y m a t c h e st h e t a r g e tm o t i o nw i t h s m o o t h - p u r s uei ty e m o v e m e n t ,b u t a f t e rt h e e s o n i t f a i s t o d o s o . l n s t e a dt m a k e sf r e q u e n ts a c c a d i ce y e m o v e m e n t s( t h es e r i e so f s m a 1s t e p s i n t h e e y e m o v e m e n tr e c o r d t) o c a t c hu p w i t h t h e t a r g e t .( F r o mD u r s t e l e er t a l 1 9 8 7 . ) B . S m o o t h - p u r s uei ty e m o v e n n e n t sn a h u m a ns u b l e c tw t t h a r g h t o c c r p i t a l - p a r i e teasli o n T h e p a t i e n ta t t e m p t st o f o o w a t a r g e tm o v i n g2 0 ' p e r s e c o n dt o t h e r i g h t ,b u t t h e e y e m o v e m e n t s d o n o t k e e p u p w r t h t h e t a r g e tm o t i o n .A s w i t h t h e m o n I e y . l r e s u o . e c tr s e s a s e r i e so +c a t c h - - ps a c c a d e sT oc o - p e n s a t ef o r t h e s l o w p u r s ut I n b o t h h u m a n sa n d m o n k e y st h e p u r s u i td e f i ct i s m o s t p r o m i n e n tw h e n t h e t a r g e t s m o v i n gt o ' w a r d t h e s i d eo f t h e b r an c o n t an i n gt h e l e s i o n( i nt h e s e c a s e s , r i g h tb r a i nl e s i o n sa n d d e f i c i t sw t h r g h t w a r dp u r s u i t )T h e h u man subjectw , i t h a l a r g el e s o n t h a t m u s t n c l u d em u t i p e b r a i na r e a s ,h a s a d e fi c i t n s m o o t h - p u r s uei ty e m o v e m e n t s v e r y s i m ia f t o t h e d e fi c t s e e n r n t h e m o n k e yw i t h a l e s i o nl i m a r e a s ( F r o mM o r r o w a n d i t e d t o s m a l la n d i d e n t i fe d v i s u a L S h a r p e '919 3 ) These correlations of neuronal activity and visual perception raise the question, Is the activity of directionselecti"'e cells in MT causallv related to the visual perception of motion and the control of motion-dependent movement? The question whether direction-selective cells in MT directly affect the control of movement was first addressed in an experiment that examined the relationsirip of these cells to smooth-pursuit eye movements, the movements that keep a moving target in the fovea (seeFigure 28-3).When discrete focal chemical lesions were made within different regions of the retinotopic map in MT of a monkey, the speed of the moving target could no longer be estimated correctly in the region of the visual field monitored by the damaged MT area. In contrast, the lesions did not affect pursuit of targets in other regions of the visual field nor did they affect eve movements to stationary targets. Thus, visuai processing in MT is selective for motion of the visual stimulus; lesions produce a blind spot, or a scotoma, for motron. Human patients with lesions of parietal cortex also sometimes have these deficits in smooth-pursuit eye movements, but the most frequent behavioral deficit is cluite different from that seen after lesions of MT. The neurologist Gordon Holmes originally reported that these patients were unable to follow a target when it was moving toward the side of the brain that had the lesion. For example, a patient with a lesioned right hemisphere has difficulty pursuing a target moving toward the right (Figure 28-88). Later experiments on monkeys showed that lesions centered on the medial superior temporal area (MST), the next le"'el of processing for visual motion, produced just such a deficit (Figure 28-8A). Perception of Motion Is Altered by Lesions and Microstimulation of MT The question r,l'hetherMT cells contribute to the perception of visual motion was addressed in an experiment in which monkeys were trained to report the direction of motion in a display of moving dots. The experimenter varied the proportion of dots that moved in the same clirection. At zero correlation the motion of ail dots was Chapter 28 / I'erception of Motion, Depth, and Fornr t.,N /-A ,p r / \\ n (Mv I 0 0 % c o r r ea t o n 5 0 % c o r r e l aot n N o c o r r e l a to n . / J a /r l 4 . \ \ ;l / 10 ?\r 5 ** ;- ^ \' + \l dt -* b Ir t a \ - o ql C U 551 l l a ^a t "F {t f a l l ll a I' Hu m a n Monkey 100 I 6 2 a c a s a ! o t o f 10 o 8 o 6 s T.0 10 D i s p l a c e m e n( rt n r na r c ) F i g u r e2 8 - 9 A m o n k e y w i t h a n M T l e s i o n a n d a h u m a n p a t i e n t w i t h d a m a g e t o e x t r a s t r i a t ev i s u a l c o r t e x h a v e s i m i l a r d e f i c i t si n m o t i o n p e r c e P t i o n . A . D i s p l a v su s e dt o s t u d yt h e p e r c e p to n o f m o t l o n l n t h e d i s p l a yo n t h e l e f t t h e r e i s n o c o r r e l aot n b e t w e e nt h e d r e c t t o n s o f m o v e m e n to f s e v e r a dl o t s ,a n d t h u s n o n e t m o t l o n n t h e d i s p l a yI.n t h e d i s p a y o n t h e r g h t a l l t h e d o t s m o v e l n t h e s a m e d i r e c t i o n( 1 0 0 % c o r r e l a t l o nA) .n i n t e r m e d i a t ce a s ei s t n t h e c e n t e r ;5 0 % o f t h e d o t s m o v e n t h e s a m e d r e c to n w h l e t l l yn o r s e t h e o t h e r 5 0 % m o v e i n r a n d o md i r e c t i o n s( e s s e n a a d d e dt o t h e s i g n a l )(.F r o mN e w s o m ea n d P a r e1 9 B B) random and at 100c/ccorrelation the motion of all dots was in one direction (Figure 28-9A). While normal monkeys could perform the task with less than 10% of the dots moving in the same direction, monkeys u'ith a lesion in MT required nearlv 100c/ccoherenceto perform as well (Figure 28-98). A human patient with bilateral brain damage also lost the perception of motion when tested on the same task (Figure 28-98).In both the monkeys and the human subject,visual acuiiy for stationary stimuli rvas not affected by the brain damage. Norma '1.0 T0 D i s pa c e m e n t( m n a r c ) o f a m o n k e yb e f o r ea n d a f t e ra n M T l e s r o n B. Theperformance (left)T . he performance o f a h u m a ns u b j e c tw i t h b i l a t e r ab r an d a m a g ei s c o m p a r e dt o t w o n o r m a s u b j e c t s( r i g h t ) T h e o r d i n a t eo f t h e g r a p hs h o w s t h e p e r c e n tc o r r e l a t i o inn t h e d r r e c t o n s o f a l l m o v n g d o t s ( a si n p a r tA ) r e q ur e d f o r t h e m o n k e y t o p i c ko u t t h e o n e c o m m o n d r r e c to n . T h e a b s c i s s an d l c a t e s t h e s z e o f t h e d s p l a c e m e not f t h e d o t a n d t h u s t h e d e g r e eo f a p p a r e nm t o t i o n N o t e t h e g e n e r a sl m i l a r i t yb e t w e e nt h e p e r f o r m a n c eo f t h e h u m a n sa n d t h a t o f t h e m o n k e ya n d t h e d e v a f t e rt h e c o r t c a l l e s o n s . ( F r o m a s t a to n t o t h i s p e r f o r m a n c e N e w s o m ea n d P a r e1 9 8 8 ,B a k e re t a l . 1 9 9 1) Thus damage to MT reduces the abiiity of monkeys to detect motion in the visual field, as indicated by disruptions in the pursuit of moving objects and perception of the direction of motion. However, monkeys with MT lesions quickly recover these functions. Directionallv selective cells in other areas of cerebral cortex, such as MST, apparentlv can take over the function performed bv MT. Recovery of function is greatly slor't'ed when the lesion affects not only MT but also MST and o t h e r e r t r a s i r i ai e a r e a s . 558 Pari V / Perception whole population of MT neurons (Figure 2B-10).Thus, the firing of a relatively small population of motionsensitive neurons in MT directlv contributes to perception. 0 F i g u r e2 8 - 1 0 A l t e r a t i o no f p e r c e i v e dd i r e c t i o no f m o t i o n b y s t i m u l a t i o no f M T n e u r o n s .A m o n k e yw a s s h o w n a d i s pa y o f m o v i n gd o t s w i t h a r e l a t i v e yl o w c o r r e l a t o no f 2 5 . 6 % ( s e e F g u r e2 B - 9 A a ) n d i n s t r u c t e dt o i n d i c a t en w h i c h o f e i g h td r e c t o n s t h e d o t s a p p e a r e dt o b e m o v i n g .T h e o p e n c i r c l e ss h o w t h e n r n n n r t i o no f d e ei s i n n Sm a d ef o r e a c hd r e c t i o no f m o t i o n a b o u te q u a c h o i c ef o r a d i r e c t i o n sE. e c t rc c u r [ e n tw a s p a s s e dt h r o u g ha m i c r o e l e c t r o dpeo s i to n e d a m o n gc e l l st h a t r e s p o n d e db e s t t o s t i m u l u sm o t o n n o n e d t r e c t i o n2, 2 5 ' o a t h e p o l a rp l o t .T h e m r c r o s t i m u l aotn w a s a p p l i e df o r 1 s , b e g i n n i n ga n d e n d i n gw t h t h e o n s e ta n d o f f s e t o f t h e v i s u a ls t i m u l u s . F i l l e dc i r c l e ss h o w t h e r e s p o n s eo f t h e m o n k e yw h e n t h e M T c e i l sw e r e s t i m u l a t e da t t h e s a m e t m e t h e v i s u a s t i m u l u s w a s p r e s e n t e dS t m u a t i o n n c r e a s e dt h e l i k e l i h o o tdh a t t h e m o n k e yw o u d i n d i c a t es e e n g m o t r o ni n t h e d i r e c t i o np r e f e r r e d hri thc q-i-rr:ted N , 4 -e p , ; t . ) F , a t r A d : n cn'"nm Sa Zma'r a10 N e w s o m e1 9 9 4 . ) If cells in MT are directlv involved in the analysis of motion, the firing patterns of these neurons should affect perceptual judgments about motion. How r,r'elldoes the firing pattern of tl-reseneuror-ls actuallv correlate r,r'ithbehavior? To address this question, William Newsome and Movshon recorded the activity of directionselectiveneurons in MT r,t'hilethe monkevs reported the direction of motion in a random-dot display. Firing of the neurons correlated extremelv u'ell with performance. Thus the directional information encoded bv the neurons of MT cells is sufficient to account for the monkev's judgment of motion. If this inference is correct, then modifying the firing rates of the MT neurons should alter the monkev's perception of motion. In fact, Newsome found that stimulating clusters of neurons in a single column of cells sensitive to one direction of motion biasesthe monkey's judgment towarcl that direction of motion. The electrical stimulation acts as if a constant visual motion signal r,r'ereaclcled to the signal conveved by the Depth Vision Dependson MonocularCues and BinocularDisparity One of the major tasks of the visual system is to convert a two-dimensional retinal image into three dimensions. How is this transformation achieved? How do we tell how far one thing is from another? How do we estimate the relative depth of a three-dimensional object in the visual field? Psl,chophysical studies indicate that the shift from tr.r,'oto three dimensions relies on two types of clues: monocular cues for depth and stereoscopiccues for binocular disparity. Monocular Cues Create Far-Field Depth Perception At distances greater than about 100 feet the retinal images seen bv each eye are almost identical, so that looking at a distance we are essentially one-eyed. Nevertheless lr,e can perceive depth r,t'ithone eve by reiying on a variety of tricks called monocular deptl-rcues.Several of these monocular cues were appreciated by the artists of antiquitv, rediscovered during the Renaissance, and codified early in the sixteenth century bv Leonardo da Vinci. 1 . Fnrnilior size. If we know from experience something about the size of a person, we can judge the person'sdistance(Figure 28-11A). 2 . Occlusiort.If one person is partly hiding another person, we assume the person in front is closer (Figure 28-11A). 3 . Linenr perspecfizre. Parallel lines, sucir as those of a railroad track, appear to converge with distance. The greater the convergence of lines, the sreater is the imnression of distance. The visual b-.'-".'system interprets the convergence as depth by assuming that parallel lines remain parallel (Figure 28-11A). 4 . Sizt Ptr57tg67itt'. If two similar objects appear different in size, tire smaller is assumed to be more distant (Figure 28-11A). 5 . Distrihutiottof shndoztsard illtnninsfiorr.Patternsof light and dark can give the impression of depth. For example, brighter shades of colors tend to be seen as nearer. In painting this distribution of light and shadow is called chiarosctu'0. Chapter 28 / Perceptionof Motion, Depth, and Form A S*at o^:'i 559 r rrcs 'n' denti !l i'tl |- o2 Ir 't cIUre p ane B M o t i o nc u e sf o r d e p t h T r a c i n go n p c t u r ep a n e F i g u r e2 8 - 1 1 M o n o c u l a r d e p t h c u e s p r o v i d e i n f o r m a t i o no n t h e r e l a t i v ed i s t a n c eo f o b j e c t sa n d h a v e b e e n u s e d b y p a i n t e r ss i n c e t h e s i x t e e n t hc e n t u r y . A . T h e u p p e rd r a w i n gs h o w s t h e s i d ev i e w o f a s c e n e .W h e n - r e s c e . e s t ' a c e d o n a p l a ^ eo +g a s s h e d b e t w e e ^ t h e e y e a n d t h e s c e n e( l o w e rd r a w i n g )t h e r e s u l t i n gt w o - d i m e n so n a l du rg '^a.- +h^ ^,,^^ ^apotrei -n ne.eeive denth LrtE luvJ gvYdrJ OCCIUSiOn: T h e f a c t t h a t r e c t a n g l e4 n t e r r u p t st h e o u t l i n eo f 5 i n d i c a t e s w h i c h o b j e c ti s n f r o n t ,b u t n o t h o w m u c h d i s t a n c et h e r e i s b e : l t h o u g hl i n e s6 - 7 a n d B 9 t w e e n t h e m . L i n e a r p e r s p e c t i v eA a r e p a r al e l n r e a l i t yt,h e y c o n v e r g ei n t h e p i c t u r ep l a n e .S i z e p e r s p e c t i v eB : e c a u s et h e t w o b o y sa r e s i m i la r f l g u r e s t, h e s m a le r b o v ( 2 ) i s a s s u m e dt o b e m o r e d l s t a n t h a n t h e l a r g e r 6. Motiort (or monocular movement) parallnx.Perhaps the most important of the monocular cues, this is not a static pictorial cue and therefore does not come to us from the studv of painting. As rt'e move our heads or bodies from side to side, the images projected by an object in the visual field move Observer b o y ( ' 1) i n t h e p i c t u r ep l a n e F a m i l i a rs i z e :T h e m a n ( 3 )a n d t h e r e a r e s to o y a ' e d ' a w n t o n e a r v t ^ e s a - e s i z e n t h e p i c t l l r e .l ' w e k n o w t h a t t h e m a n i s t a e r t h a n t h e b o y ,w e d e d u c eo n t h e b a s i so f t h e i r s l z e si n t h e p i c t u r et h a t t h e m a n s m o r e d r s t a n t t h a n t h e b o y T h i st y p e o f c u e i s w e a k e rt h a n t h e o t h e r s . ( A d a p t e df r o m H o c h b e r g1 9 6 8) B . M o t o n o f t h e o b s e r v e ro r s i d e w a y sm o v e m e n to f h e a da n d p r r o qn r o d re e q d c n t h n r e s .l f t h e o b s e r v e rm o v e st o t h e l e f t w h i e l o o k i n ga t t h e t r e e , o b j e c t sc l o s e rt h a n t h e t r e e m o v e t o t h e r i g h t ;t h o s e f a r t h e ra w a y m o v e t o t h e l e f t .T h e f u l l j i e l d m o s wn movements referred t o n t h a t r e s u l t sf r o m t h e o b s e r v e r ' o t o a s o p t c f o w . ( S e e B o x 2 B ' ' 1) ( A d a p t e df r o m B u s e t t i nel t a l 1996) v y r J v v v v v v e across the retina. Objects closer than the object \,\,e are looking at seem to move quickly and in the direction opposite to our own movement, whereas more distant objects move more slowlv and in the same direction as our movement (Figure 28-11B). 560 PartV / Perception StereoscopicCues Create Near-Field Depth Perception The perception of deptl-rat distances less than 100 feet also depends on monocular cues but in addition is mediated by stereoscopicvision. Stereoscopicvision is possible because the twc.reyes are horizontally separated (by about 6 cm in humans) so that each eye views the world from a slightly different position. Thus, objects at different distances produce slightly different images on the two retinas. This can be clearly demonstrated by closing eacir eye in turn. As vision is switched from one to the other eve, any near object will appear to shift sidewavs. Understanding stereopsis begins r,t'ith an understanding of the simple geometry of the images falling on the retina. When we fixate on a point, the image of this point falls upon corresponding points on the center of the retina in each eye (Figure 28-12). The point of focus is called the firntiott point; lhe parallel (vertical) plane of points on r,r,hichit lies is called the fixationplarte.Thedistance of an image from the center of the two eyes allows the visual system to calculate the distance of the obiect relative to the fixation point. Any point on the object that is nearer or farther than the fixation point will project an image at some distance from the center of the retina. Parts of the object that are closer to us tr,'illbe farther apart on the two retinas in a horizontal direction. Parts of the object that are farther from us will project closer together on the tl'r,'o retinas. Clearly, the difference in position, called bhtocular dispority, depends on the distance of the object from ihe fixation plane. Thus points on a three-dimensional object just outside the fixation plane stimulate different points on each eve, and the multiple disparities provide cues for stereopsis, the perception of solid objects. Surprisingly, not one of the great early students of optics-Euclid, Archimedes, Leonardo da Vinci, Newton, nor Goethe-understood stereopsis,although each could readily have discovered it l,r,'iththe methods available to them. Stereoscopic vision was not discovered until 1838, when the physicisi Charles Wheatstone invented the stereoscope. Trn'o photographs of a scene 60-65 mm apart, one taken from the position of each eye, are mounted into a binocular-like device such that the right eye seesonly the picture taken from one position and the left eye seesoniy the other picture. Remarkably, this presentation produces a three-dimensional scene. i=,:;.:::::J p o n t a r er u s e o niornrat :< a ^qp Figure 28-12 When we fix our eyes on a point the converg e n c e o f t h e e y e s c a u s e st h a t p o i n t ( t h e f i x a t i o n p o i n t ) t o f a l l o n i d e n t i c a lp o r t i o n s o f e a c h r e t i n a .C u e sf o r d e p t ha r e p r o vd e d b y p o i n t sj u s t p r o x i m aol r d i s t a lt o t h e f i x a t i o np o i n t . T h e s ep o n t s p r o d u c eb l n o c u l adr s p a rt y b y s t i m u l a t i n gs l i g h t l y d i f f e r e n tp a r t so f t h e r e t r n ao f e a c he y e .W h e n t h e l a c ko f c o r r e s p o n d e n c ies i n t h e h o r i z o n t adl i r e c t i o no n l ya n d i s n o t g r e a t e rt h a n a b o u tO 6 m m o r 2 " o f a r c ,t h e d i s p a r i t yi s p e r c e i v e da s a s r n ge , s o l i d( t h r e e - d i m e n s i o nsapl )o t . Information From the Two Eyes Is First Combined in the Primary Visual Cortex How is stereopsisaccomplished?Clearly the brain must somehow calculate the disparity between the images seenby the tr.t'oeyesand then estimate distancebased on simple geometric relations. Howevet this cannot occur before information from the two eyes comes together, and cells in the primary visual cortex (V1) are the first in the visual svstem to receive input from the two eyes (Chapter 27). Stereopsis,howevet requires that the inputs from the two eyes be slightly dit't'erent-theremust be a horizontal disparity in the two retinal images (Figure 28-13).The important finding that certain neurons 1n V1 are actually selective for horizontal disparity was Chapter 2E / Perceptionof Motion, Depth, and Form C o r r e s P o nndg p0nTs R ght Lett . / ^o o ' o a ' r v ' ' fi , l: d - f -.P \ . " -rn \/ ) v ( --\a\ D .,'4 Binocu a r d s p a r r tcye I--\,.\c i F i g u r e2 8 - 1 3 N e u r o n a l b a s i s o f s t e r e o s c o p i cv i s i o n . ( A d a p t e df r o m O h z a w ae t a . 1 9 9 6 . ) A . W h e n a n o b s e r v e rl o o k sa t p o i n tP t h e i m a g e P ' f a l l so n c o r " e s p o n dn g p o i ' t s o n t h e r e t r a o f e a c l -e y e . T h e s ei m a g e s c o m p l e t e l yo v e ra p a n d t h e r e f o r eh a v ez e r o b n o c u l a rd i s p a rt y . , o i n tO , t h e i m W h e n l o o k i n ga t a p o i n tt o t h e l e f t a n d c l o s e r p a g e O ' i n t h e l e f t e y e f a l l so n t h e s a m e p o i n ta s P ' , b u t t h e i m a g e i n t h e r i g h te y e i s l a t e r a l l dy i s p l a c e dT h e s e m a g e sh a v e b i n o c ua r d i s p a r i t y . b r n o c u l ai rn p u t si s m a x i m a l l ya c t B . A c o r t i c anl e u r o nr e c e r v i n g v a t e dw h e n t h e i n p u t sf r o m t h e t w o e y e s h a v ez e r od l s p a r t y asat P'. C . A n o t h e rc o r t i c anl e u r o nT e c ev i n g b i n o c u l a rn p u t s r e s p o n d s c e s t w h e n t h e i n p u t sf r o m t h e t w o e y e s a r e s p a t i a l l yd i s p a r a t e o n t h e t w o r e t i n a s( O ' ) ;i t j s m o s t s e n s i t v et o n e a rs t i m ui . made in 1968 by Horace Barlow, Colin Blakemore, Peter that a Bishop, and Jack Pettigrew. They found lleuron that prefers an oriented bar of light at one place in the visual field responds better when that stimulus appears in front of the screen (referred to as a near stimulus) 561 or when the stimulus is beyond the screen (a far stimulus). There is thus an additional level of organizationof information in the ocular dominancecolumns in V1. Cells sensitive to binocular disparity are found in severalcorticalvisual areas.In addition to V1, some celis in the extrastriate areas V2 and V3 respond to disparity, and many direction-selectivecells in MT respond best to stimuli at specificdistances,either at the plane of fixation or nearer or farther than the plane. Some cells in MST, the next step in the parietal pathway, fire in responseto combinations of disparity and direction of motion. That is, the direction of motion preferred by the cell varies r,r'ith the disparity of the stimulus. For example, a cell that responds to leftward-moving far stimuli might also respond to rightwarci-moving near stimuli. Thesecells can convey information not onlv about the direction of motion but about the direction of motion at different depths r,tithin the visual field (asin Figure 28-118). Studiesof cellsin tl-restriateand extrastriatecortexthat respond selectivelvto binocular disparitv fall into several broad categories.Among these,tuned cellsrespond bestto stimuli at a specificdisparity,frequently on the plane of fixatior-r.Other cellsrespond best to stimuli at a range of disparities either in front of the fixation plane ("near cells") or bevond tire plane ("far cells") (Figure28-14). Just as the motion information processed in MT is used both for the visual guidance of movement and for visual perception, disparity-sensitive cells in different regions of visual cortex may use disparity information for different purposes. One use is the perception of depth, r,r,'hichr,l'ehave already considerecl.Another is in aligning the eyes to focus at a particular depth in the field. The eyesrotate to.ll,.ardeach other (convergence)to focus on near objectsand rotate apart (divergence) to focus on more distant objects.The ability to align the eyes develops in the first fer'r'months of life and disparitv information may play a kev roie in establishing this alignment. Random Dot Stereograms Separate Stereopsis From Object Vision Must the brain recognizean objectbefore it can match the corresponding points of the object in the tr,l'oeves?Until 1960 this l,r,'asgenerally thought to be so, and stereopsis therefore was thought to be a late stagein visual processing. In 1960BelaJuleszproved that this idea was wrong l,r'henhe found that stereoscopicfusion and deptll perception do not require monocular identification of form. The onlv clue necessaryfor stereopsisis retinal disparity. To demonstrate this remarkable fact, Julesz created a pattern of randomly distributed dots in the middle of which is a square area of dots. He made tu'o copies of 562 Part V / Perception o -o a I o -o z H^.7^nt, d <^:r t\r lda^roa(1 Figure 28-'14 Different disparity profiles are found in neur o n s i n c o r t i c a lv i s u a l a r e a s o f t h e m o n k e y .T h e c u r v e ss h o w t n e r e s p o n s e so f s i r o i " e ' e ^ t n e J r o l s t o b r i g t r tb a r so f o p t i - a l o ' i e n t a ro n ^ r o v n g ^ t h e p r e f e " e d d i r e c t i o na c r o s sr h e r e c e p t v e f i e l d sa t a s e r i e so f h o r i z o n t adl s o a r i t i e sT. h e s ed f f e r e n t d i s p a r i t yp r o f i l e sh a v eb e e n o b s e r v e dn m a n y a r e a so f t h e m o n k e yv i s u a lc o r t e x .T h e t u n e d c e l s a r e m o r e c o m m o n i n ' o v e a lr e p r e s e r - a . e a sV 1 a n d\ / 2 , e s p e c r ayl i n t h e r e g . o no f "near" "far" t a t i o n ,a n d t h e and c e ls a r e m o r e c o m m o ni n "l M S T ( A f t e rP o g g i o 9 9 5 . ) the pattern but in one copy the inner square of dots is positioned slightly differentlv from the other copv. The inner square of dots is visible only n'hen the identical copies of the pattern are viewed in a stereoscope.If one inner square is displaced so the tlt'o squares are closer together, in binocular vien'' the square appears to lie in front of the pattern. If one inner square is shifted so the two squares are further apart, the perceived square appears to lie behind tire surrounding dots (Figure 28-15). Bv itself, each random-dot pattern will not produce any depth clues. Only with stereoscopicvision can one see the square within the pattern. With this method, Julesz demonstrated that humans can detect form based strictly on binocular disparity. Are there, among the disparity-sensitive neurons in the visual cortex, individual neurons that respond to a stereogram that contains no depth clues except retinal disparity? To answer this question, Cian Poggio first located responsive cells using a bar of light as a stimulus. He then replacedthe barwith a random-dot pattern stereogram. Many of the neurons that responded to the solid figure also responded to the random-dot stereogram. Object Vision Depends on the Ventral Pathway to the Inferior Temporal Lobe The ventral cortical pathway extends from V1 through V2 to V4 and then to the inferior temporal cortex. We have already noted that V2 has subregions referred to as thick stripes, thin stripes, and interstripes and that the thin and interstripe regions project to V4. As we have indicated, the ventral pathway appears to be concerned lr.ith analysis of form and color. Here we will concentrate on the processing of form in V2, V4, and the inferior temporal cortex. Cells in V2 Respond to Both Illusory and Actual Contours As in V1, cells in V2 are sensitiveto the orientation of stimuli, to their color, and to their horizontal disparity, and they continue the analysis of contour begun by cells explored in experiin V1. Their responseto contours r,r''as ments in which cells were tested for their sensitivity to certain illusorv contours of the sort r.t'e considered in 563 Chapier 2E / Perceptionof Motion, Depth, and Form F i g u r e2 8 - 1 5S t e r e o p s idso e sn o t d e p e n do n p e r c e p t i o on f f o r m . A . A s q u a ' e{ o r m n s i d et h e s ei d e n t i l;^^l^,,u r s p r i J yc^ . 5 d . 1 n ODte c^ ^al |-'^a^ !n^ -o o l r^ '^-+ u o L s e e n b y l o o k i n ga t e i t h e rd s p l a y a i o n e .l t c a n b e s e e n o n l yw h e n t h e t w o r d e n t i c ai lm a g e sa r e v i e w e d i n a <iaranaa^na f ,^ _ _ ^ n r h r r t r a i n.i .n eJ + L rr Y s y u > t o f o c u s o u t s i d et h e m a g e p l a n e . R Tho qnraTc ereAq ^ -he lwo rando-- d o t p a t t e r n sh a v ed i f fe r e n tp o s i t i o n s . T l ' e s q u a ' eb e c o - e s v ' s i b i eo n l y b e c a u s eo f t h e o c u a r d i s p a r t yo i t h e l , ^ / ^ . 1 u^ + uL LVvu narlarne 90-LsrrrJ, n r rnur . h u eL cUt d u ) E Y LllY e y e r e c o g n i z etsh e f o r m o f t h e s qu ar e . -^^ . '^ -^^ v. | | Lr g JLVTYU)uvl.rY L s random_dot m.na< ^ro nl:nod hohind 2 rpatannr- a r o p e n i n gl.f o n e i n n e rs q u a r eo f d o t s i s d i s p l a c e os o t h e e ' t a r d r ' g h t ^ n e ' s q u a ' e sa " e c o s e r t o g e l l ^ e /r1 ) , - a a q r ' i lt 2 r e r q n p r c p ; v c n ;a '.ont o' the l a r g e ' p a t r e r nf .t h e n n e ' s o u a ' e sa r e s h i f t e ds o t h a t t h e t w o s q u a r e sa r e f u r t h e ra p a r t( 2 ) ,t h e s q u a r e s p e r c e i v e db e h i n dt h e l a r g e rp a t t e r n . '971 { A d a p t e df r o - J - l e s z .) 1 0 1 0 0 0 0 1 ,l 1 0 0 ,l 1 0 0 I 1 0 1 0 0 1 0 0 1 0 0 0 0 A B A A 1 0 0 1 1 1 0 0 1 0 1 0 0 0 (v1 Chapter 25. Many cells in V2 responded to the illusory contours just as they responded to edges (Figure 28-16). In contrast, few cells in V1 responded to the same illusory contours (although other experiments have shown responsesof V1 cells to more limited illusorv contours). These results suggest that V2 carries out an analysis of contours at a level bevond that of V1, and they are further evidence of the progressive abstraction that occurs in each of the two pathways of tl-revisual system. Initial observations on cells in V4 indicated that the cells were selective for color, and it was thought that they were devoted exclusivelv to color vision. However, 1 1 B Cells in V4 Respond to Form 0 0 t' z 0 B 0 0 1 0 0 0 I 0 1 0 0 0 0 1 1 0 0 1 0 A A 1 B tr 0 1 tt A 0 1 6 A A 'l 0 0 1 0 1 1 ,] 0 1 1 1 0 0 0 0 0 1 1 1 1 0 0 0 ,1 0 0 B 0 b A 0 1 A tt A 1 0 tr A B 0 1 1 E 0 1 0 1 0 0 0 1 0 1 1 0 0 1 1 1 0 0 1 'I v2 many of these same cells are also sensitive to the orientation of bars of light and are more responsive to finergrained than to coarse-p;rainedstimuli. Thus, some V4 cells are responsive to combinations of color and form. Does removal of V4 alter a monkey's responsesto color more than to form? Experiments show that ablation of V4 impairs a monkev's ability to discriminate patterns and shapesbut onlv minimally affectsits ability to distinguish colors n'ith different hues and saturation. In other experiments ablation of V4 altered only subtle color discriminations, such as the ability to identify colors under different illumination conditions (colorcotrstanctl). We have noted that some humans lose color vision (achromatopsia) after localized damage to the ventral occipital cortex. PET scansof normal human subjectsre- PartY / Perception 564 v e I I human brain is directly comparable to the V4 region in the monkey, but instead includes more extended regions, including the inferior temporal cortex, the area we considernext. o o o o t, e 2 Recognition of Faces and Other Complex Forms Depends Upon the Inferior Temporal Cortex 3 B S n g e n e u r o nr e s p o n s e S t i m uu s --h. t 0 r{/ ffi -L ,-.- -r \l --r> *l-b Tr' T' F i g u r e2 8 - 1 6 l l l u s i o n so f e d g e s u s e d t o s t u d y t h e h i g h e r l e v e l i n f o r m a t i o n p r o c e s s i n gi n V 2 c e l l s o f t h e m o n k e y . A . E x a m pe s o f i l l u s o r yc o n t o u r s 1 . A w h i t e t r i a n g l ei s c l e a r l y s e e n ,a l t h o u g ht i s n o t d e fi n e d i n t h e p c t u r eb y a c o n t i n u o u s b o r d e r2 . . A v e r t i c a bl a r s s e e n ,a t h o u g ha g a r nt h e r e i s n o c o n t i n u o u sb o r d e r 3. . S l g h t a l t e r a t i o nos b l t e r a t et h e p e r c e p t i o no f by t h e b a r s e e n i n 2 . 4 . f h e c u r v e dc o n t o u ri s n o t r e p r e s e n t e d a n y e d g e so r l i n e s .( F r o mV o n d e r H e y d te t a l . 1 9 8 4 . r B . A n e u r o ni n V 2 r e s p o n d st o J u s o r yc o n t o u r sT. h e c e l l ' sr e b y a n e l p s e i n t h e d r a w i n g so n t h e c e p t i v ef i e l di s r e p r e s e n t e d l e f t . 1 . A c e l r e s p o n d st o a b a r o f l i g h tm o v l n ga c r o s sr t s r e c e p t i v e f i e d E a c hd o t n t h e r e c o r do n t h e r g h t n d i c a t e sa c e d t s c h a r g ea n d s u c c e s sv e l i n e si n d l c a t et h e c e l l ' sr e s p o n s et o s u c c e s s i v em o v e m e n t so f t h e b a r .2 . T h e n e u r o na s o r e s p o n d s w h e r ^a n i l r * s o r yc o n l o u ro a s s e so v e ' i t s r e c e o t i v ef i e l d 3 . 4 . W h e n o n l v h a l fo f t h e s t i m u l u sm o v e sa c r o s sf f i e c e l s r e c e p t i v ef e l d ,t h e r e s p o n s er e s e m b l e ss p o n t a n e o u as c t i v i t y( 5 ) ( A d a p t e df r o m V o n d e r H e y d te t a l . 1 9 8 4) veal an increase in activitv in the lingual and fusiform gvri when colored stimuli are presented (see Figure 28-5). The deficits in patients with achromatopsia differ lesions of V4. The from those in n-ronkeys witll human patients cannot discriminate hues but can discriminate shape and texture, rt'hereas the monkeys' ability to differentiate shapes is markedlv diminished whiie hue discrimination is only minimally affected. It therefore seems unlikelv that the area identified in the We are capable of recognizing and remembering an almost infinite variety of shapesindependent of their size or position on the retina. Clinical work in humans and experimental studies in monkeys suggest that form recognition is closely related to processesthat occur in the inferior temporal cortex. The response properties of cells in the inferior temporai cortex are those we might expect from an area involved in a later stage of pattern recognition. For example, the receptive field of virtually every cell inciudes the foveal region, where fine discriminations are made. Unlike cells in the striate cortex and many other extrastriate visual areas,the cells in the inferior temporal area do not have a clear retinotopic organization, and the receptive fields are very large and occasionally may inciude the entire visual field (both visual hemifields). Such large fields may be related to positiortinaariance, the ability to recognize the same feature anywhere in the visual field. For example, even a small eye movement can easily move an edge stimulus from the recePtive field of one V1 neuron to another' In contrast, such a movement r,t'ould simply move the edge within the receptive field of one inferior temporal neuron. The larger receptive field of many extrastriate regions, including the inferior temporal, may be important in the ability to recognize the same object regardlessof its location. The most prominent visual input to the inferior temporal cortex is from V4, so it would not be surprising to see a continuation of the visual processing observed in V4. Inferior temporal cortex aPPearsto have functional subregions and, like V4, may have separate pathways to these regions. Also like V4, inferior temPoral cells are sensitive to both shape and color' Many cells in inferior temporal cortex respond to a variety of shapesand colors, although the strength of the response varies for different combinations of shape and color (Figure 28-77).Other cells are selectiveonly for shape or color. Most interesting is the finding that some inferotemporal cells respond only to specific types of complex stimuli, such as the hand or face. For cells that respond to a hand, the individual fingers are a particularly critical visual feature; these cells do not respond when there are no spacesseparating the fingers' Howevet all orientations of the hand elicit similar responses' Among Chapier 28 / Perceptionof Motion, Depth, and Form F i g u r e2 8 - 1 7 M a n y i n f e r i o rt e m p o r a l n e u r o n sr e s p o n d b o t h t o f o r m a n d coror. A . A v e r a g e' e s p o n s e sf 9 r 6 5 r g l s n e . r r o ^ . le t o s t i m r l iw i t h d i f f e r e ' t s h a p e sT n' av , n h rr L n { oenh v ' v har ndinato< A Qhano O -^ eo oat 565 B Co or se ect vity \/ f\/ Tho errorano n i s e h a . o p' a t c d t . n o n . e s e t l a t i o ^o ' t h e s r i - u l - s . T h e d a s h e dl i n e r d c a t e st ^ e h^^ ^.^,,^-l udu\gruur u .-+,, dru. -l -^h-,^^ u >ut dtgc B. Resnonseo s ' the sA*e ne.ronto coln r p d s t m . l i D i q c ^ a r n c" : t e s a f e n d ee-trn n\/ -^e size nf e:eh c.c e. The n nl Ja un " u ?O qn n i" rue' luo u rA un V f A au FJ nUt a I oc/c Tho n iln) nUn ^ r O a al 9 g L J u2 U roqnnnsoq :ro n r^+n dlc ntrod - a ar u on a c o l o rm a p w i t h t h e r e J a t i v eo c a t i o no f n u nv lrnvr rc o , rr o9 eul , n r oLa Ln r 9 , ronr dr u h aq uilu n;. ^n glvgll {ar.^r g lul - e r e n c e . T ^ e a r e s a r e r e i a l i v ea m o u n t s o f nrima.v colo.s (Adanted 'rom Ko-atsu F " a n d l d e u r a1 9 9 3 . ) Or I A*r+ neurons selective for faces,the frontal viel,r,of the face is the most effective stimulus for some, r,t'hilefor others it is the side vier,r'.Moreover, whereas some neurons respond preferentially io faces, others respond preferentially to specific facial expressions. Although the proportion of cells in the inferior temporal cortex responsive to hands or faces is small, their existence, together with the fact that lesions of this region lead to specific deficits in face recognition (Chapter 25), indicates that the inferior temporal cortex is responsible for face recognition. One of the major issues in understanding the brain's analysis of complex objects is the degree to which individual cells respond to the simpler components of these objects. Certain critical elements of faces are sufficient to activate some inferior temporal neurons. For example, instead of a face, two dots and a line appropriatelv positioned might activate the cell (Figure 28-18). Other experiments suggest that some cells respond to facial dimensions (distance betrt'een the eves) and others to the familiaritv of the face.There is also evidence that cells respondinp;to simiiar features are organized in columns. Visual Attention Facilitates Coordination Between Separate Visual Pathways The limited capacity of the visual svstem means that at any given time only a fraction of the information available from the visual scenefalling on the two retinas can be processed.Thus some information is used to produce perception and movement while other informaiion is lost or discarded. Tl-risselective filtering of visual information is achieved by visual attention. As may be appreciated from tl'reevidence presented in this and earlier chapters, understanding the neuronal mechanisms of attention and conscious awareness is one of the great unresolved problems in perception. Can we resolve these mechanisms and understand tl-reircontribution to behavior? How does attention alter the processing of visual information? Invesiigation of spatial attention at the neuronal level began in the 1970sr,r'ithexploration of the cellular basis of visual attention in the superior colliculus, the striate cortex (V1), and the posterior parietal cortex of ar,r''akeprimates (see Figure 20-15). Michael Goldberg and Robert Wurtz examined the response of cells to a spot of light under tlt'o conditions: (1) lr,hen the monkey looked elsewhere and did r-rotattend to the location of the spot, and (2) rt'hen the animal'r,r'asrequired to fix its gaze on the spot of light by making rapid or saccadic eye movements to tl're spot. Wherl the animal attended to ihe spot, cells in the superior colliculus responded more intensely,n'l-rilethe responseof cells in V1 showed little modulation. Hol'r,'ever,the enhanced response of the cells in the superior colliculus did not result from selective attention per se but l,r'asdependent upon the initiation of eve movement. In similar tests of the resporrsivenessof cells in the posterior parietal cortex, a region knolvn frorn clinical stuc'liesto be involved in attention (Chapter 20), the cells' responseswere enhanced r,r,'hetherthe monkev made an eve movement to the visual target or reachedfor it (Box 28-2). The effects of attention on cells in V4 and inferior temporal cortex r.rrerenext determined by Robert PartV/Perception 566 B o' ,C /--\ :- I . L.. fi\c7 Jt H r}^ \--l -rrl oo - !-/ -.- rllr ..t-t- F i g u r e2 8 - 1 8 R e s p o n s eo f a n e u r o n i n t h e i n f e r i o rt e m p o r a l c o r t e x t o c o m p l e x s t i m u l i . T h e c e l l r e s p o n d ss t r o n g l yt o t h e f a c e o f a t o y m o . k e y l A ) . T F e c r i r c a lf e a i u r e sp ' o d - c i r ^ gt h e r e s p o n s ea T er e v e ae d i . a c o ^ f g r r a t i o ^o ' t w o o a c k s p o t sa r d o n e h o r i z o n t ab l a c kb a r a r r a n g e do n a g r a yd i s k ( B ) .T h e b a r , cnntc a n d e i . e r r : r n . . t l i n e t n n o t h o r \ ^ / a T oa q c a ^ t i a aS Can be Desimone and his colleaguesby presenting two stimuii, both falling in the receptive field of one cell. The experimenters found that they could turn a neuron on or off depending on whether they required the monkey to attend to one of the stimuli. The stimulus remained the samebetween trials; only the monkey's attention shifted. Since attention is the selection of one stimulus from among many, it would be reasonableto expect that the effect of attention on cell responsivenesswould increase with the number of stimuli presented. In one experiment a monkey rvas required to focus attention on one stimulus in a group of six to eight identical stimuli. The responsesof one-third of the neurons in V4 were altered when the monkey's attention shifted to one stimulus. Activity in most of these same neurons was not altered as much when the monkey had to choosefrom onlv two identical stimuli. Furthermore, increasing ihe number of stimuli also enhanced the responsesof neurons in earlier stagesof the visual pathways, in V2 and V1. As the demands for selection amon€i visual targets increases, so does the relative effect of attention. Changes in cellular activity also occur when the focus of attention is a specific object rather than a location. In one set of experiments a monkey l,u'ascued to select an object, or the color or shape of an object, and then required to select a similar object from among a set of objects presented either simultaneously or in series. Remarkably, presentation of the matcl-ringobject can have a greater effect on a neuron's response than the sample stimulus that is present. In one of these experiments the cells in V4 responded more vigorously when the color of the matching object was the same as the cue (Figure 28-19).During the search for matching stimuli the activity of neurons in tl'reventral pathway and inferior tem- .lrl \_-/ - --. lsJ-r- \=7 JL /o o\ \ v l I'," lrr-_-- 's s e e r ^b y t h e c e r e s p o l s e sI o r m a g e sm s s i r - go ^ e o r n o r e o f ( t h e s ef e a t u r e s C , D , E , F ) .T h e c o n t r a s tb e t w e e nt h e i n s i d e a n d o u t s i d eo f t h e c i r c u l a cr o n t o u rw a s n o t c r i t i c a(l G ) .H o w e v e r ,t h e s p o t sa n d b a r h a d t o b e d a r k e rt h a n t h e b a c k g r o u n d w i t h i nt h e o u t i n e ( H ) .( i : s p i k e s . () M o d i fe d f r o m K o b a t a [ e a n d T a n a k aI 9 9 4 . ) poral cortex is modified. In the dorsal pathway the activity of cells in areaTA, MSI and MT is also modified, particularly when multiple stimuli fall within the receptive field of a cell. The Binding Problem in the Visual System We have seen that information about motion, depth, form, and color is processedin many different visual areas and organized into at least two cortical pathways. How can such distributed processing lead to cohesive perceptions? When we see a red ball we combine into one perception the sensations of color (red), form (round), and soliditv (ball). We can equally well combine red with a square box, a pot, or a shirt. The possible combination of elements is so great that the existenceof an individual feature-detecting cell for each set of combinations is improbable. Instead, as we have seen in this chapter, the evidence is strongly in favor of a constructive process by which complex visual images are built up at succes"final sively higher processing centers. Is there a common pathway" where all the elements of a complex percept are brought together? Or do the distributed afferent pathways interact in some continuous fashion to produce coherent percepts? There is as yet no satisfactory solution to Ihe binding prohlem, the problem of how consciousnessof an ongoing, coherent experience emerges from the information processing being conducted independently in different cortical areas. As described in Chapter 25, Anne Treisman and Bela Julesz independently showed that the associative process by n'hich multiple features of one object are Chapter 2E / Perceptionof Motion, Depth, and Form 567 Ilox 28-2 Parietal Cortex and Movement The dorsal visual path extends to the posterior parietal cortex, which, based on clinical obsen'ations of patients with parietal clamage,is known to be involved in the representation of the visual world and the planning of movement. Recent studies of neurons in the parietal cortex of monkevs have revealed several functionallv distinct areas,which may account for the varied deficits following damage to the parietal cortex. The activity in most of these areas is related to the transition from sensory processing to the generation of mo"'ement. Neurons in one of these subregions, the lateral intraparietal area, fire in connection with saccadic eye movements (Chapter 39). These neurons fire in response to a visual target, before a saccadeto the target, and increase their activity just before the beginning of the saccade,indicating that the activitv in ihese neurons is related both to the visual input and to the motor output of the brain. Between the sensory and motor c.vents,continuing activity in these neurons depends on the condition under which the saccadeis made, such as whether the saccadeis made to a visual stimulus or the location of a remembered stimulus. Thus, although activiiv in these neurons is closelv associatedwith the transition from sensory perception to motor movement, it is not exciusivelv related to one or the other. These neurons also clearlv receive informatiot-tmore complex than either pure sensory ancl pure motor information. Manv neurons respond differently to the same visual stimulus, depending upon where in space the eves and head are oriented, indicating that they receive input about eve position as 'rvellas the visual stimulus. Such neurons might be involved in shifting the frame of referencein which sensorv information is processed(from eve to head to body; see Box 25-1) a shift that is necessarvto control movements such as reaching. We therefore ha"'e strong evidence that parietal neurons are involved in putting visual information in the service of the motor systems and for compensating for the disruption to vision that results from such movement. brought together in a coherent percept requires attention. They suggested that different properties are encoded in different feature maps during a preattentive stage of perception and that attention selects specific features in these different maps and ties them together (as illustrated in Figure 25-15). A related view of the effect of attention on the binding problem recently was advanced by John Reynolds and Robert Desimone. They based their interpretation on two observations already described in this chapter: neurons have larger and larger receptive fields at higher levels in the cortical visual pathways and attention to one of several stimuli falling in one of these large receptive fields increasesthe response to that stimulus. They assume that attention acts to increase the competitive advantage of the attended stimulus so that the effect of attention is to shrink the effective size of the field around the attended stimulus. Now instead of manv stimuli \,\'ith different characteristics such as color and form, only the one stimulus is functionally present in the receptive field. Becausethe effective receptive field now just includes that one stimulus, all the characteristics of the stimulus are effectively bound together. Another approach to the binding problem has been emphasized by Charles Gray and Wolfgang Singer and Reinhold Eckhorn and their colleagues.They found that when an object activates a population of neurons in the visual cortex, the neurons tend to oscillate and fire in unison. They suggest that these oscillations are indica- tive of a synchrony among cells and that this synchrony of firing would bind together the activity of cells responding to different features of the same object. To combine the visual features (color, form, motion) of the same object, the synchrony between neurons would, according to this view, extend across neurons in different cortical areas. Quite a different solution to the binding problem was proposed by Lance Optican, Barry Richmond, and their colleagues. They found that neurons extending from the laterai geniculate nucleus to the inferior temporal cortex convey more information if the temporal pattern of their discharge is considered. Instead of measuring the total number of spikes in a time period, they measured the distribution of the spikes in that time period and found that different stimulus features (eg, form, contrast, color) tended to be representedby different response patterns of the same cell. They propose that the pattem of discharge in each cell carries information about different features so that the problem of binding across cells, each representing a different feature, is eliminated. Ceils in different areas would all convey some information about a number of stimulus features, but different cells r,r'ould carry comparatively more or lessabout each feature. Thus, while several solutions to the binding problem have been proposed, it still remains one of the central unsolved puzzles in our understanding of the neurobioiogical basesof perception. 568 I' art V / Perception I n i t i a lf x a t i o n S t i m uu s p r e s e n t aot n [;,; iq D i s c r i mn a t l o n tr--] S i n g l en e u r o nr e s p o n s e [ ' ] tr-l [l F i g u r e2 8 - 1 9 T h e r e s p o n s eo f V 4 n e u r o n st o a n e f f e c t i v ev i s u a l s t i m u l u s i s m o d i f i e d b y s e l e c t i v ea t t e n t r o n ' 'ts A . A m o n l ' e yw a s t ' a i n e dr o s l ' i f t a l T e l to n t o o ' e s e t o f ' t t h e s t a r to f e a c ht r i a l( i n i t i a l s t i m u l ia s o p p o s e dt o a n o t h e rA w a s t r a i n e dt o l o o ka t a f i x a t i o np o i n to n a f i x a t i o n )t h e m o n k e y s c r e e n( t h ed o t i n t h e s q u a r e )A. t t h i s p o i n ti n t h e e x p e r i m e n t (dotted circle) the receptivefield of a V4 cell has been located ( u p p e rr o w ) O n a n y g i v e nt r i a lt h e f i x a t i o np o i n tw a s e i t h e rr e d c a m eon' one of s t i m u l i o t h e r o r .g r " . n " { b o t t o mr o w ) . T h e n s i x ( s t i m u l u sp r e s e n c e l l o f t h e f i e l d r e c e p t i v e t h e i n t o f e l l which t a t i o n ) .T h e m o n k e yk n e w f r o m p r i o rt r a i n t n gt n a t r t w o u l o D e r e q u i r e dt o d i s c r i m i n a t oe n l yt h o s e s t i m u l it h a t w e r e t h e s a m e row c o l o ra s t h e f i x a t i o np o i n t - t h e t h r e e r e d s t i m u l i n t h e t o p o n n t h e T h e a s s u m p t r o w b o t t o m g r e e n i n t h e or the three e x p e r i m e n its t h a t t h i s r e q u i r e st h e m o n k e yt o a t t e n dt o t h e a p p r o p r i a t et h r e e s t i m u l i .l f o n e o f t h o s e s t i m u l i s i n t h e r e c e p t r v e f i e l do f t h e c e l l ,a s l n t h e m a t c ht r i a l s( t o p r o w ) ,t h e m o n k e y p r e s u m a b l yi s p a y i n ga t t e n t i o nt o t h a t s t i m u l u si n t h e r e c e p t i v e point i i u l d l f t h o r " s t i m u l rw i t h t h e s a m e c o l o ra s t h e f i x a t i o n An Overall View Much like the somatic sensory system the visual system consists of several parallel pathways not a single serial pathway. The M and P pathways pass from the retina' in.ongti the parvocellular and magnocellular layers of the laLral geniculate nucleus, to layer 4C of the primary visual .o.t"" (V1), where they feed into parallel pathways extending througl-r the cerebral cortex' A dorsal puth*uy extends from V1, through areasMT and MST' io the posterior parietal cortex. A ventral pathway extends fiom V1, through V4, to the inferior temporal cortex. The parietal pathway appears to be dominated by the M input, but the inferior temporal pathway depends upon both the P and the M inPut' Several factors lead to the conclusion that these pathways serve different functions much as do ihe submodalities for somaesthesis: The anatomical connections along these two pathways, differences in neuronal activity, the behaviclral deficits occurrinS;after damaS;e (bottom e o u t s r d et h e r e c e p t i v ef i e l d ,a s i n t h e n o n m a t c ht r i a l s r o w ) ,t h e m o n k e yp r e s u m a b l yr s a t t e n d i n gt o t h e s t i m u l io u t f i e l d .T h e r e s p o n s e so f t h e V 4 n e u T o nt o s i d et h e r e c e p t r v e t h e s e m a t c ha n d n o n m a t c ht r i a l sw e r e c o m p a r e d N o t e t h a t t h e s t i m u l u sf a l l l n go n t h e r e c e p t i v ef i e l do f t h e c e l l i s t h e s a m e i n t h e m a t c ha n d n o n m a t c ht r i a l sw e r e c o m p a r e do, n l y i t s s i g n i f c a n c ef o r t h e m o n k e yh a s c h a n g e d l n t h e l a s tp h a s eo f a on,andtne mont r a l ( d i s c r i m i n a t i o no) n l yt w o s t i m u l iT e m a r n key, in order to obtaina reward,must indicatewh-etherthe m a t c h e ds t i m u l u si s t i l t e dt o t h e r i g h to r t o t h e l e t t B . l n c r e a s e dr e s p o n s et o t h e s a m e v i s u a ls t i m u l u sf a l l i n go n ( u p p e rr e c o r d ) t h e r e c e p t i v ef e l d o f a V 4 c e l l d u r i n gt h e m a t c h ( l o w e r t r i a l s E a c hl i n e r e p r e c o r d ) a s o p p o s e dt o t h e n o n m a t c h i n d i c a t e st h e d t s c h a r g e d o t e a c h a n d t r r a l , a s u c c e s s i v e resents . h e v e r t i c atl i c k m a r k si n d i c a t et h e m o n l ' e y ' sb e of the neuronT . h i l et h e m a t c ha n d n o n m a t c ht r i a l sa r e h a v i o r arle s p o n s eW s h o w n s e p a r a t e l yt h, e y w e r e i n t e r l e a v e d u r l n gt h e e x p e r r m e n t . ( A f t e rM o t t e r ' 19 9 4 . ) to the terminal areas of the pathways in both humans and monkeys, and the activity detecied in the human brain during tasks that should differentially activate the two pathways. One view is that the dorsal or posterior parietal pathway is concerned with determining where an objeci is, wiiereas the ventral or inferior temporai pathway is involved in recognizing what the object is' Anothei view is that the dorsal pathway leads to action' the ventrai to perception' But all agree that the function of the two pathwaYs is different. We have concentrated on the neuronal mechanisms mediating motion and depth information in the dorsal posterior parietal pathway and on form perception in ihe ventril inferior temporal pathway' Both pathways represent hierarchies for visual processing that lead to er-eaterabstraction at successivelevels' Neurons in MT ierporld to the motion of a patterned stimulus, whereas celis in V1 respond only to motion of the elements of a pattern. Neurons in inferior temporai cortex respond to a glven shape at any position in larp;eareasof the visual Chapter 28 / Perceptionof Motion, Depth, and Form field, whereas simple cells in V1 respond only when an edge is positioned at one location in the field. In addition, cellular responsesalonp; the pathways tend to become increasingly dependent on the stimulus characteristic selectedfor attention. The effect of the remembered object in a visual search can have more effect on the response of neurons in V4 and the inferior temporal cortex tl'ranthe stimulus that is present. While we have considered separately the visual processing for motion, depth, and form, these parallel pathways may not be mutually exclusive pathways. Some processing combines the activity of the pathways. For example, form can be seen when the only cue is the coherent motion of components of the scene (which is regarded as the purview of the parietal pathway). Likewise, some MT cells respond to the motion of an edge defined only by color (a property that should be conveyed by the inferior temporal pathr,r,ay).Thus, at both a perceptual and a physiological level, cross talk between the posterior parietal and inferior temporal pathways must occur as is aiso indicated by the anatomical e.videncefor cross connections. We know the outline of the steps the brain takes in constructing complex visual images from the pattern of Iight and dark falling on the retina-tlle early processing along the M and P pathways and the later, more abstract processing in the dorsal posterior parietal and ventral inferior temporal pathways. But these steps remain only an outline. Many cortical areas must still be erplored, and critical details of visual processing are only beginning to be understood. RobertH. Wurtz Eric R. Kandel SelectedReadings AndersenRA, Snyder LH, Bradley DC, Xing J. 1997.Multiof spacein the posteriorparietalcorple represer-rtations tex and its use in planning movement.Ann Rev Neurosci 20:303-330. FellemanDJ, Van EssenDC. 1991.Distributed hierarchical processing in primate cerebral cortex. Cereb Cortex 7:7-47. FerreraVP, Nealev TA, Maunsell JH. 1994.ResporrsesiIr macaque visual area V4 foliowing inactivation of the parvocellularancl magnocellularLCN pathways.J Neurosci14:2080-2088. 569 Hubel DH. 7988.Et1e, Brnin,nrd Wslon.New Ycrrk:Scientific American Library. of Ctlclopean Perception. Chicago: JuleszB. 7977.Foundntions University of ChicagoPress. LivingstoneMS, Hubel Dt{. 1987.Psychophysicalevidence for separatechannelsfor the perceptionof form, color, movement,and depth.I Neurosci7:3416-3468. MaunsellJH, NewsomeWT. 1987.Visual processingin monkey extrastriatecortex.Annu Rev Neurosci10:363-401. Merigan WH, Maunseli JH. 1993.How parallel are the primate visual pathways?Annu Rev Neurosci76:369402. MiyashitaY 1993.Inferior temporalcortex:wherevisual perceptionmeetsmemorv.Annu RevNeurosciT6:245-263. PoggioCF.1995.Mechanismsof stereopsisin monkey visual cortex.CerebCortex3:793-204. Salzman CD, Britten KH, Newsome WT. 1990. Cortical microstimulation influences perceptual judgements of motion direction.Nature 346:77 4-177. SingerW, Gray CM. 1995.Visualfeatureintegrationand the temporal correlation hypothesis. Annu Rev Neurosci 18:555-586. StonerCR, Albright TD. 1993.Image segmentationcues in motion processing:implicationsfor modularity in vision. J Cogn Neurosci5:729-149. Tanaka K. 1996. Inferotemporal cortex and object vision. Annu RevNeurosci19:109-139. References Albright TD, DesimoneR, GrossCG. 1984.Columnarorganization of directionallyselectivecellsin visual areaMT of tl-rernacaque.J Neurophysiol51:16-31. BaizerJS,UnplerleiderLC, DesimoneR. 1991.Organization of visual inputs to the inferior temporal and posterior parietalcortexin macaques. J Neurosci11:168-190. BakerCL, HessRF,ZihlJ. 1991.Residualmotion perception in a "motion-blind" patient, assessedwith limited-lifetime random dot stimuli. J Neurosci17:454467. Barlon HB, BlakemoreC, Pettigrew JD. 7967.The neural mechanismof binocular depth discrimination.J Physiol (Lond) 193:327-342. Its History,Theonland ConBrewsterD. 1856.TlrcStereoscope, structir-tu. London:JohnMurray. BishopPO, Pettigrew,lD.1986.Neural mechanismsof binocular vision. Vision Res26:1587-7600. Britten KH, ShadlenMN, NewsomeWT, MovshonlA.7992. The analysisof visual motion: a comparisonof neuronal performance. and psyclrophysical f Neurosci72:474547 65. Busettini C, Masson CS, Miles FA. 7996.A role for stereoscopicdepth cuesin the rapid visual stabilizationof the eyes.Naiure 380:342-345. DesimoneR, WessingerM, Thomas L, SchneiderW. 1990. Attentionalcontrol of visual perception:corticaland subcortical mechanisms.Cold Spring Harbor Syrnp Quant Biol 55:963-971. DeYoeEA, FellemanDJ,Van EssenDC, McClendonE.7994. Multiple processingstreamsin occipitotemporalvisual cortex.Nature 377:757-754. 570 PartV / Perception Maunsell JH, Sclar G, Neaiey TA, DePriest DD. 1991. Duffy CJ, Wurtz RH. 1995.Responseof monkey MST neuExtraretinalrepresentationsin area V'l in the macaque rons to optic flow stimuli with shifted centersof motion. monkey.Vis Neurosci7:567-573. J Neurosci 75:5792-5208. McClurkin JW, Zarbock JA, Optican LM. 1994.Temporal The updating of DuhamelJ-R,Colby CL, Goiberg .l r'rF,.1992. codesfor colors,patterns,and memories.In: A Peters,KS inby the representionof visual spacein parietal cortex Rockland (eds). CerebralCorter. Vol. 10, Primary Visttal 255:90-92. tended eye movements.Science Cortexin Primstes,pp. 443467.New York: Plenum. Directional 1987. WT. Newsome RH, Wurtz MR, Diirsteler pursuit deficit following lesionsof the foveal representa- Moran J, DesimoneR. 1985.Selectiveattentiongatesvisual processingin the extrastriatecortex'Science229:782-784 tion within the superior temporal sulcusof the macaque Mf, Sharpe lA. 1993.Retinotopic and directional Morrow monkey.J Neurophysiol 57:1262-7287. of smooth pursuit initiation after posterior ceredeficits M, W, Munk M, Kruse Brosch EckhornR, BauerR, JordanW, lesions.Neurologv 43:595-603. hemispheric bral mechanism a oscillations: 1988. Coherent HJ. Reitboeck Motter BC. 1993.Focal attention produces spatially selecfor feature linking in the visual cortex. Biol Cybern tive processingin visual corticalareasV1, V2, and V4 in 60:121-130. the presence of competing stimuli. J Neurophys New rev EscherMC. 7971.TheGraphicWorkof M' C. Escher. 70:909-979. and exp. ed. New York: BaliantineBooks. BC. 1994.Neural correlatesof attentiveselectionfor Motter value in the its nystagmus and Optic G.7926. FoxJC,Holmes color or luminance in extrastriatearea V4. J Neurosci localization of cerebrallesions.Brain 49:333-377. 1.4:2778-2789. ot' the Vianl World.Boston: Gibson JJ. 1950.The Perception Movshon JA. 1990.Visual processingof moving images.In: Houghton Mifflin. H Barlow, C Blakemore.M Weston-Smith(eds).Im488s GrazianoM, AndersenR, SnowdenR. 1994.Tuning of MST IdensAbotrtUrtAhoutImages; Thoughts nnd Llnderstanding: 74:54-56. Neurosci motions. to neurons spiral J derstandirtg,pp. 722-737.New York: Cambridge Univ Haenny PE,MaunsellJH, SchillerPH. 1988.StatedePendent Press. activity in monkey visual cortexII. Retinaland extraretiMovshon JA, Adelson EH, Gizzt MS, Newsome WT. 1985. nal factorsin V4. Exp Brain Res69:245-259. The analysisof moving visual patterns.In: C Chagas,R HasselmoME, Rolls El BaylisGC. 1989.The role of expresMechanisms,pp. Gattass,C Gross(eds).Psttern Recogttitiorr in neurons response of in face-selective identity and sion 717-1.57.New York: Springer-Verlag. the temporal visual cortex of the monkey. Behav Brain NealeyTA, Maunsell JiH.1994.Magnocellularand parvocelRes32:203-218. lular contributions to the responses of neurons in the role of Heywood CA, Cowey A, NewcombeF. 7994.On (M) macaquestriatecortex.J Neurosci74:2069-2079. in (P) pathways ma5;nocellular and parvocellular NewsomeWT, PareEB. 1988.A selectiveimpairment of mo:245-254. cerebralachromatopsia.Brain 11'7 tion perceptionfollowing lesionsof the middle temporal Heywood CA, Gadotti A, Cowey A. 1992.Cortical area V4 visual area(MT). I Neurosci8:2207-2277. and its role in the perception of color. J Neurosci I, DeAngelis GC, FreemanRD. 1996.Encoding of Ohzawa 12:40564065. disparity by simple cellsin the cat'svisual corbinocular NJ: Cliffs, Englewood ed. Perceptiort,2nd HochbergIE.1975. 805. tex.J Neurophysiol 75:1779-1 Prentice-Hall. Optican LM, Richmond BJ. 7987. Temporalencodingof twoHorton JC.1984.Cytochromeoxidasepatches:a new cytoardimensionalpatternsby single units in primate inferior chitectonicfeatureof monkey visual cortex.Philos Trans temporalcortex.III. Informationtheoreticanalysis.J NeuR SocLond 8304:799-253. roDnvsrol J/:loz-t /6. Res 26:7601-7672. Vision vision. 1986. Stereoscopic B. Julesz Pe..eit LlI, Mistlin AJ, Chitty AI.1'987.Visual neuronesreKobatakeE, TanakaK. 1994.Neuronal selectivitiesto comsponsiveto faces.TrendsNeurosci10:358-364. plex objectfeaturesin the ventral visual pathway of ihe GF. 1989.Neural resPonsesserving stereopsisin the Poggio macaquecerebralcortex.J Neurophys77:856-867. y. cortex of the alert macaque monkey: positionvisual color, between 7993. Relationships Komatsu H, Ideura In: JSLund (ed).SensorV disparity and image-correlation. shape,and pattern selectivitiesof neuronsin the inferior and NeuralSubstrates Brain: Mnmmalian in the Processing temporal cortex of the monkey.J NeurophysiolT0:677-694. York: Oxford New 226-241. pp. Strategies, Erperimental temporal LueschowA, Miller EK, DesimoneR. 1994.Inferior Univ. Press. mechanismsfor invariant objectrecognition.CerebCorReynolds|H, DesimoneR. 1999.The role of neural mechatex 4:523-531. nisms of attention in solving the binding probiem. NeuMalpeli JG,SchillerPH, Colby CL. 1981.Responseproperties ron: In press. of single cells in monkey striatecortex during reversible Roy laminae. geniculate lateral I-R KomatsuH, Wurtz RH. 1992.Disparity sensitivityof inactivation of individuai in monkey extrastriatearea MST' J Neurosci neurons . 46 :7702-7719 ol Neurophysi J 72:2478-2492. MaunsellJH, Nealey TA, DePriestDD. 1990.Magnocellular SalzmanCD, MurasugiCM, BrittenKH, NewsomeWT'7992. in the midand parvocellularcontributionsto resPonses Microstimulationin visual area MT: effectson direction (MT) monkey. the macaque of dle temporal visual area discrimination performance.J Neurosci 72:2337-2355. 70:3323-3334. Neurosci J Chapter 28 / Perceptionof Motion, Depth, and Form SalzmanCD, Newsome WT. 1994.Neural mechanismsfor forming a perceptualdecision.Science264:237-237. Tootell RB, Hamilton SL. 1989.Functional anatomy of the second visual area (V2) in the macaque. J Neurosci 9:2620-2644. TreismanA. 1986.Featuresand objectsin visual processing. SciAm 255(5):114B-725. TreueS,Maunsell|H.7996.Attentionalmodulation of visual motion processingin corticalareasMT and MST.Nature 382:539-541.. Ullman S. 1986.Artificial intelligenceand the brain: computationalstudiesof the visual system.Annu Rev Neurosci 9:7-26. Von der Heydt R, PeterhansE. 1989.Mechanismsof contour perceptionin monkey visual cortex. I. Lines of pattern 48. discontinuity.J Neurosci9:7737-77 Von der Heydt R, PeterhansE, BaumgartnerC. 1984.Illusory contours and cortical neuron responses.Science 224:7260-1262. Wong-RileyMTI Carrol EW. 1984.Quantitative light and electronmicroscopicanalysisof cytochromeoxidase-rich 571 zones in VII prestriate cortex of the squirrel monkey. J Comp Neurol 222:78-37. Wurtz RH, GoldbergME, RobinsonDL. 1982.Brain mechanismsof visual attention.SciAm 246(6):124-1,35. YoshiokaAT, Levitt JB, Lund IS. 1,994.Independenceand mergerof thalamocorticalchannelswithin macaquemonkev primary visual cortex:anatomy of interlaminarprojections.Vis Neurosci17:467489. Zeki SM. 7976.The functional organizationof projections from striateto prestriatevisual cortexin the rhesusmonkey.Cold Spring Harbor Symp Quant Biol 40:591-600. ZekiS, Shipp S. 1988.The functionallogic of corticalconnections. Nature 355:377-377. Zeki S, Watson JD, Lueck CJ, Friston Kf, Kennard C, Frackowiak RS. 1991.A direct demonstrationof functional specializationin human visual cortex.J Neurosci 71.:647-649. Zihl J,von CramonD, Mai N, SchmidC.7997.Disturbanceof movement vision after bilateral posteriorbrain damage. Further evidence and follow-up observations.Brain 774:2235-2252.