Kristin Völk – Curriculum Vitae
... (German Federal Ministry of Education and Research) at the “Hannover Messe Industrie” Since 2008 Judge for the German young scientist contest “Jugend forscht” ...
... (German Federal Ministry of Education and Research) at the “Hannover Messe Industrie” Since 2008 Judge for the German young scientist contest “Jugend forscht” ...
Neural Networks
... Since we are interested in creating artificial intelligence in systems, it is reasonable that we would attempt to mimic the human brain The concept of an artificial neuron has been around since at least 1943 This type of field is usually described as artificial neural networks (ANNs), connectionism, ...
... Since we are interested in creating artificial intelligence in systems, it is reasonable that we would attempt to mimic the human brain The concept of an artificial neuron has been around since at least 1943 This type of field is usually described as artificial neural networks (ANNs), connectionism, ...
Networks of Neurons (2001)
... mechanisms for the Hodgkin-Huxley equation, and this notion of channels extends to synaptic transmission. The action of a synapse depends on both transmitter released presynaptically, and specialized receptors in the postsynaptic ...
... mechanisms for the Hodgkin-Huxley equation, and this notion of channels extends to synaptic transmission. The action of a synapse depends on both transmitter released presynaptically, and specialized receptors in the postsynaptic ...
Artificial Intelligence and Artificial Consciousness
... • this would be in contrast with purely cognitive systems, even ones with highly complex features – (No one ever suggested that we should care for the wellbeing of GOFAI or ANN systems) – SO This mey be another way to show how our phenomenological notions may be much more closely tied to ethical one ...
... • this would be in contrast with purely cognitive systems, even ones with highly complex features – (No one ever suggested that we should care for the wellbeing of GOFAI or ANN systems) – SO This mey be another way to show how our phenomenological notions may be much more closely tied to ethical one ...
Slides.
... • It’s unlikely that pure mathematical thinking / modeling would have led us to the discovery of these phenomena. • In fact, to understand real-world CPs (which are everywhere!), we argue that the empirical study of phenomena followed by rigorous models and analysis is a sine qua non for the advance ...
... • It’s unlikely that pure mathematical thinking / modeling would have led us to the discovery of these phenomena. • In fact, to understand real-world CPs (which are everywhere!), we argue that the empirical study of phenomena followed by rigorous models and analysis is a sine qua non for the advance ...
Slides - Department of Computer Science
... • It’s unlikely that pure mathematical thinking / modeling would have led us to the discovery of these phenomena. • In fact, to understand real-world CPs (which are everywhere!), we argue that the empirical study of phenomena followed by rigorous models and analysis is a sine qua non for the advance ...
... • It’s unlikely that pure mathematical thinking / modeling would have led us to the discovery of these phenomena. • In fact, to understand real-world CPs (which are everywhere!), we argue that the empirical study of phenomena followed by rigorous models and analysis is a sine qua non for the advance ...
The Cognitive Process and Formal Models of Human Attentions
... and sense of motion (Wang, 2009c). Attention is supported by lower layer functions such as those at the sensation, action, and memory layers. It also intensively interacts with higher layer life functions and mental processes in the brain such as the meta-cognitive, inference, and complex cognitive ...
... and sense of motion (Wang, 2009c). Attention is supported by lower layer functions such as those at the sensation, action, and memory layers. It also intensively interacts with higher layer life functions and mental processes in the brain such as the meta-cognitive, inference, and complex cognitive ...
Joint Regression and Linear Combination of Time
... mB = i=1 di . Steps 3 up to 9 find all these solutions from a generalized eigenvalue problem which is constructed from exploiting the structure of the canonical kernel. The canonical kernel K is a n-variate Vandermonde matrix. It consists of columns of monomials, ordered according to the chosen mono ...
... mB = i=1 di . Steps 3 up to 9 find all these solutions from a generalized eigenvalue problem which is constructed from exploiting the structure of the canonical kernel. The canonical kernel K is a n-variate Vandermonde matrix. It consists of columns of monomials, ordered according to the chosen mono ...
Imitating the Brain with Neurocomputer A New Way towards Artificial
... For a long time, making intelligent machines has been a big dream of our human beings. From the early days of the conventional computer, it is regarded as a such platform. For example, the proposal for the Dartmouth summer meeting on artificial intelligence (AI) in 1956 claimed that[1] as the speeds ...
... For a long time, making intelligent machines has been a big dream of our human beings. From the early days of the conventional computer, it is regarded as a such platform. For example, the proposal for the Dartmouth summer meeting on artificial intelligence (AI) in 1956 claimed that[1] as the speeds ...
here. - University of Sussex
... • SHC works on simple problems • RL is a sophisticated kind of SHC • In order for RL/SHC to work, action/value representations must fit the problem domain. ...
... • SHC works on simple problems • RL is a sophisticated kind of SHC • In order for RL/SHC to work, action/value representations must fit the problem domain. ...
Artificial Intelligence
... Among its many world-wide effects, the El Niño phenomenon can sometimes lead to a split jet stream over North America. It is also known that split jet streams can lead to wetter winters in the Southwest US. They have also been known to cause drier winters in the Northwest US. Some relevant numbers a ...
... Among its many world-wide effects, the El Niño phenomenon can sometimes lead to a split jet stream over North America. It is also known that split jet streams can lead to wetter winters in the Southwest US. They have also been known to cause drier winters in the Northwest US. Some relevant numbers a ...
Artificial Intelligence
... Among its many world-wide effects, the El Niño phenomenon can sometimes lead to a split jet stream over North America. It is also known that split jet streams can lead to wetter winters in the Southwest US. They have also been known to cause drier winters in the Northwest US. Some relevant numbers a ...
... Among its many world-wide effects, the El Niño phenomenon can sometimes lead to a split jet stream over North America. It is also known that split jet streams can lead to wetter winters in the Southwest US. They have also been known to cause drier winters in the Northwest US. Some relevant numbers a ...
From Keyword-based Search to Semantic Search, How Big Data
... • Semantic Search focuses on understanding the meaning behind the search keywords. • Semantic Search at CB was enabled by implementing a workflow that analyzes billions of search logs using the Big Data platform. • The workflow runs continuously to handle any manually curation proposed by data analy ...
... • Semantic Search focuses on understanding the meaning behind the search keywords. • Semantic Search at CB was enabled by implementing a workflow that analyzes billions of search logs using the Big Data platform. • The workflow runs continuously to handle any manually curation proposed by data analy ...
Introduction to knowledge-based systems
... Various types of neurons Various network architectures Various learning algorithms Various applications ...
... Various types of neurons Various network architectures Various learning algorithms Various applications ...
Approaching P=NP: Can Soap Bubbles Solve The Steiner Tree
... • Try to devise P algorithms to NP-Complete problems. – Problem: Turing arguments, Razborov-Rudich barrier ...
... • Try to devise P algorithms to NP-Complete problems. – Problem: Turing arguments, Razborov-Rudich barrier ...
chapter 4 slides
... Then the state space can be the set of “complete” configurations – e.g., for 8-queens, a configuration can be any board with 8 queens – e.g., for TSP, a configuration can be any complete tour In such cases, we can use iterative improvement algorithms; we keep a single “current” state, and try to imp ...
... Then the state space can be the set of “complete” configurations – e.g., for 8-queens, a configuration can be any board with 8 queens – e.g., for TSP, a configuration can be any complete tour In such cases, we can use iterative improvement algorithms; we keep a single “current” state, and try to imp ...
Convolutional neural network of Graphs without any a
... extract statistically significant patterns from large set of data and this property allows them to improve significantly the pattern recognition tasks on Image, Sound and Video Media [2]. Recently the scientific community in Signal processing and Machine learning have demonstrated a big interest in ...
... extract statistically significant patterns from large set of data and this property allows them to improve significantly the pattern recognition tasks on Image, Sound and Video Media [2]. Recently the scientific community in Signal processing and Machine learning have demonstrated a big interest in ...
Problem solving by search
... Among its many world-wide effects, the El Niño phenomenon can sometimes lead to a split jet stream over North America. It is also known that split jet streams can lead to wetter winters in the Southwest US. They have also been known to cause drier winters in the Northwest US. Some relevant numbers a ...
... Among its many world-wide effects, the El Niño phenomenon can sometimes lead to a split jet stream over North America. It is also known that split jet streams can lead to wetter winters in the Southwest US. They have also been known to cause drier winters in the Northwest US. Some relevant numbers a ...
Document
... precondition of the operator: Put the queens row by row. In this case the number of the n-length paths : nn Additionally, the size of the problem space will be decreased if a new queen is never put on the board containing an attack. Gregorics Tibor ...
... precondition of the operator: Put the queens row by row. In this case the number of the n-length paths : nn Additionally, the size of the problem space will be decreased if a new queen is never put on the board containing an attack. Gregorics Tibor ...
Introduction to AI
... At the end of this course, students should have a good understanding of the research questions and methods used in artificial intelligence, and should also be able to use this knowledge to implement some of these methods. Relationship Students who have completed the course successfully should be abl ...
... At the end of this course, students should have a good understanding of the research questions and methods used in artificial intelligence, and should also be able to use this knowledge to implement some of these methods. Relationship Students who have completed the course successfully should be abl ...
Normas para Publicação de Trabalhos em duas colunas
... training vector set [1]. Each subspace, into which the training set is decomposed, contains highly correlated information. Therefore, since the autocorrelation of the noise component is nearly zero, upon reconstructing the original vector set from its subspaces, the noise component is implicitly ...
... training vector set [1]. Each subspace, into which the training set is decomposed, contains highly correlated information. Therefore, since the autocorrelation of the noise component is nearly zero, upon reconstructing the original vector set from its subspaces, the noise component is implicitly ...
Guest Editorial Applications Of Artificial Neural Networks To Image
... RTIFICIAL neural network (NN) architectures have been recognized for a number of years as a powerful technology for solving real-world image processing problems. The primary purpose of this special issue is to demonstrate some recent success in solving image processing problems and hopefully to moti ...
... RTIFICIAL neural network (NN) architectures have been recognized for a number of years as a powerful technology for solving real-world image processing problems. The primary purpose of this special issue is to demonstrate some recent success in solving image processing problems and hopefully to moti ...
A general framework for optimal selection of the learning rate in
... Han‐Lin Hsieh, Maryam M. Shanechi Abstract: Brain‐machine interfaces (BMIs) decode subjects’ movement intention from neural activity to allow them to control external devices. Various decoding algorithms, such as linear regression, Kalman, or point process filters, have b ...
... Han‐Lin Hsieh, Maryam M. Shanechi Abstract: Brain‐machine interfaces (BMIs) decode subjects’ movement intention from neural activity to allow them to control external devices. Various decoding algorithms, such as linear regression, Kalman, or point process filters, have b ...
Comparative Computer Results of a New Complementary Pivot
... inequality constraints). The approach is based on the complementary pivoting algorithms that have been developed to solve certain classes of fixed-point problems. The specific approach is to use the equality constraints to solve for some of the variables in terms of the remaining ones, thus enabling ...
... inequality constraints). The approach is based on the complementary pivoting algorithms that have been developed to solve certain classes of fixed-point problems. The specific approach is to use the equality constraints to solve for some of the variables in terms of the remaining ones, thus enabling ...