Computational neuroscience /
edited by Eric L. Schwartz.
- Cambridge, Mass. : MIT Press, c1990.
- xiii, 441 p. : ill. ; 27 cm.
- System Development foundation benchmark series. .
Collection of papers presented at a 1987 symposium. "A Bradford book."
Includes bibliographical references and index.
Some historical notes / Wilfrid Rall -- Brain metaphor and brain theory / John G. Daugman -- Strategies for analyzing complex organization in the nervous system : I. lesion experiments / Paul Grobstein -- Computational neuroscience : scope and structure / Donald H. Perkel -- What is computational neuroscience? / Patricia S. Churchland, Christof Koch, and Terrence J. Sejnowski -- Content-addressable memory storage by neural networks : a general model and global Liapunov method / Stephen Grossberg -- Dendritic branches, spines, synapses, and excitable spine clusters / Wilfrid Rall and Idan Segev -- The significance of real neuron architectures for neural network simulations / Gordon M. Shepherd. The biophysics of computation : toward the mechanisms underlying information processing in single neurons / Christof Koch -- A model cortical architecture for the preattentive perception of 3-D form / Stephen Grossberg -- Modular learning in hierarchical neural networks / Dana H. Ballard -- Local rules for synaptic modification in neural networks / G. Palm -- Computational constraints on higher neural representations / Jerome A. Feldman -- Neural assemblies as building blocks of cortical computation / George L. Gerstein and Mark R. Turner -- The neurobiological significance of the new learning models / David Zipser and David E. Rumelhart -- Structure and function in an oscillating neural network / N. Kopell and G. B. Ermentrout. Computations of velocity and range in the bat auditory system for echo location / Nobuo Suga -- Cortical cartography : a two-dimensional view / N.V. Swindale, M.S. Cynader, and J. Matsubara -- Strategies for analyzing complex organization in the nervous system. II. a case study : directed movement and spatial representation in the frog / Paul Grobstein -- Neural maps as data structures : fast segmentation of binocular images / Yehezkel Yeshurun and Eric L. Schwartz -- Formation of cortical cognitive map by self-organization / Shun-ichi Amari -- Reference frames and dynamic remapping processes in vision / David C. Van Essen and Charles H. Anderson -- Computer-aided neuroanatomy of Macaque visual cortex / Eric L. Schwartz. A computational view of the oculomotor system / David A. Robinson -- A silicon model of early visual processing / Carver A. Mead and Misha Mahowald -- Schemas for high-level vision : the problem of instantiation / Michael A. Arbib -- The representation of the goal of an action and its role in the control of goal-directed movements / Marc Jeannerod -- Modular learning / Daniel N. Osherson, Scott Weinstein, and Michael Stob -- Effects of applied electric current fields on cortical neural activity / Walter J. Freeman and Bill Baird -- Broken brains and normal minds : why humpty-dumpty needs a skeleton / Stephen M. Kosslyn and Michael Van Kleeck -- An information-theoretic view of analog representation in striate cortex / John G. Daugman.
9780262691642 (pbk.)
89012441
GB93-10717
Neural networks (Neurobiology)--Congresses.
Neural computers--Congresses.
Nervous system--Mathematical models--Congresses.
Computational neuroscience--Congresses.
Computer simulation--Congresses.
Models, Neurological--Congresses.
Nervous system physiological phenomena--Congresses.
Neurosciences--Congresses.
QP363.3 / .C66 1990
591.188 / COM 1990
Collection of papers presented at a 1987 symposium. "A Bradford book."
Includes bibliographical references and index.
Some historical notes / Wilfrid Rall -- Brain metaphor and brain theory / John G. Daugman -- Strategies for analyzing complex organization in the nervous system : I. lesion experiments / Paul Grobstein -- Computational neuroscience : scope and structure / Donald H. Perkel -- What is computational neuroscience? / Patricia S. Churchland, Christof Koch, and Terrence J. Sejnowski -- Content-addressable memory storage by neural networks : a general model and global Liapunov method / Stephen Grossberg -- Dendritic branches, spines, synapses, and excitable spine clusters / Wilfrid Rall and Idan Segev -- The significance of real neuron architectures for neural network simulations / Gordon M. Shepherd. The biophysics of computation : toward the mechanisms underlying information processing in single neurons / Christof Koch -- A model cortical architecture for the preattentive perception of 3-D form / Stephen Grossberg -- Modular learning in hierarchical neural networks / Dana H. Ballard -- Local rules for synaptic modification in neural networks / G. Palm -- Computational constraints on higher neural representations / Jerome A. Feldman -- Neural assemblies as building blocks of cortical computation / George L. Gerstein and Mark R. Turner -- The neurobiological significance of the new learning models / David Zipser and David E. Rumelhart -- Structure and function in an oscillating neural network / N. Kopell and G. B. Ermentrout. Computations of velocity and range in the bat auditory system for echo location / Nobuo Suga -- Cortical cartography : a two-dimensional view / N.V. Swindale, M.S. Cynader, and J. Matsubara -- Strategies for analyzing complex organization in the nervous system. II. a case study : directed movement and spatial representation in the frog / Paul Grobstein -- Neural maps as data structures : fast segmentation of binocular images / Yehezkel Yeshurun and Eric L. Schwartz -- Formation of cortical cognitive map by self-organization / Shun-ichi Amari -- Reference frames and dynamic remapping processes in vision / David C. Van Essen and Charles H. Anderson -- Computer-aided neuroanatomy of Macaque visual cortex / Eric L. Schwartz. A computational view of the oculomotor system / David A. Robinson -- A silicon model of early visual processing / Carver A. Mead and Misha Mahowald -- Schemas for high-level vision : the problem of instantiation / Michael A. Arbib -- The representation of the goal of an action and its role in the control of goal-directed movements / Marc Jeannerod -- Modular learning / Daniel N. Osherson, Scott Weinstein, and Michael Stob -- Effects of applied electric current fields on cortical neural activity / Walter J. Freeman and Bill Baird -- Broken brains and normal minds : why humpty-dumpty needs a skeleton / Stephen M. Kosslyn and Michael Van Kleeck -- An information-theoretic view of analog representation in striate cortex / John G. Daugman.
9780262691642 (pbk.)
89012441
GB93-10717
Neural networks (Neurobiology)--Congresses.
Neural computers--Congresses.
Nervous system--Mathematical models--Congresses.
Computational neuroscience--Congresses.
Computer simulation--Congresses.
Models, Neurological--Congresses.
Nervous system physiological phenomena--Congresses.
Neurosciences--Congresses.
QP363.3 / .C66 1990
591.188 / COM 1990