Written for cognitive scientists, psychologists, computer scientists, engineers, and neuroscientists, this book provides an accessible overview of how computational network models are being used to model neurobiological phenomena. Each chapter presents a representative example of how biological data and network models interact with the authors' research. The biological phenomena cover network- or circuit-level phenomena in humans and other higher-order vertebrates.
Written for cognitive scientists, psychologists, computer scientists, engineers, and neuroscientists, this book provides an accessible overview of how computational network models are being used to model neurobiological phenomena. Each chapter presents a representative example of how biological data and network models interact with the authors' research. The biological phenomena cover network- or circuit-level phenomena in humans and other higher-order vertebrates.
Contents: B.L. McNaughton L. Nadel Hebb-Marr Networks and the Neurobiological Representation of Action in Space. M.F. Bear L.N. Cooper Molecular Mechanisms for Synaptic Modification in the Visual Cortex: Interaction Between Theory and Experiment. R. Granger J. Ambros-Ingerson U. Staubli G. Lynch Memorial Operation of Multiple Interacting Simulated Brain Structures. M.A. Gluck E.S. Reifsnider R.F. Thompson Adaptive Signal Processing and the Cerebellum: Models of Classical Conditioning and VOR Adaptation. W.B. Levy C.M. Colbert N.L. Desmond Elemental Adaptive Processes of Neurons and Synapses: A Statistical/Computational Perspective. H.T. Wang B. Mathur C. Koch I Thought I Saw It Move: Computing Optical Flow in the Primate Visual System. K.D. Miller Correlation-Based Models of Neural Development. D. Zipser Modeling Cortical Computation With Backpropagation.
Contents: B.L. McNaughton L. Nadel Hebb-Marr Networks and the Neurobiological Representation of Action in Space. M.F. Bear L.N. Cooper Molecular Mechanisms for Synaptic Modification in the Visual Cortex: Interaction Between Theory and Experiment. R. Granger J. Ambros-Ingerson U. Staubli G. Lynch Memorial Operation of Multiple Interacting Simulated Brain Structures. M.A. Gluck E.S. Reifsnider R.F. Thompson Adaptive Signal Processing and the Cerebellum: Models of Classical Conditioning and VOR Adaptation. W.B. Levy C.M. Colbert N.L. Desmond Elemental Adaptive Processes of Neurons and Synapses: A Statistical/Computational Perspective. H.T. Wang B. Mathur C. Koch I Thought I Saw It Move: Computing Optical Flow in the Primate Visual System. K.D. Miller Correlation-Based Models of Neural Development. D. Zipser Modeling Cortical Computation With Backpropagation.
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