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Expert system, fuzzy logic, and neural network applications in power
Expert system, fuzzy logic, and neural network applications in power

... in solving fuzzy logic problems, its inability to solve pattem recognition and image processing type problems was seriously felt since the beginnning of the 1990’s. In fact, expert system techniques which held so much promise in the 1980’s, could not fulfill the expected computational needs. Therefo ...
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View Full Page PDF

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Grid Cell Firing May Arise From Interference of Theta Frequency
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... dynamics (Fuhs and Touretzky, 2006) cannot be derived from the constraints of this data on intrinsic oscillation frequency, and do not account for it in their present form. As shown in Figure 2, this model effectively links the frequency of mpo (Fig. 1A) to the grid cell field spacing (Hafting et al. ...
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Table of Contents
Table of Contents

... the membrane. Nevertheless, this depolarization still inhibits muscle contraction because the increase in chloride conductance creates a 'current shunt' for excitatory currents (Kuffler and Eyzaguirre, 1955). Specifically, the abundance of open chloride channels clamps the membrane voltage at the ch ...
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Synaptic gating



Synaptic gating is the ability of neural circuits to gate inputs by either suppressing or facilitating specific synaptic activity. Selective inhibition of certain synapses has been studied thoroughly (see Gate theory of pain), and recent studies have supported the existence of permissively gated synaptic transmission. In general, synaptic gating involves a mechanism of central control over neuronal output. It includes a sort of gatekeeper neuron, which has the ability to influence transmission of information to selected targets independently of the parts of the synapse upon which it exerts its action (see also neuromodulation).Bistable neurons have the ability to oscillate between a hyperpolarized (down state) and a depolarized (up state) resting membrane potential without firing an action potential. These neurons can thus be referred to as up/down neurons. According to one model, this ability is linked to the presence of NMDA and AMPA glutamate receptors. External stimulation of the NMDA receptors is responsible for moving the neuron from the down state to the up state, while the stimulation of AMPA receptors allows the neuron to reach and surpass the threshold potential. Neurons that have this bistable ability have the potential to be gated because outside gatekeeper neurons can modulate the membrane potential of the gated neuron by selectively shifting them from the up state to the down state. Such mechanisms have been observed in the nucleus accumbens, with gatekeepers originating in the cortex, thalamus and basal ganglia.
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