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Neurocomputing : foundations of research

Author: J A D Anderson; Edward Rosenfeld
Publisher: Cambridge, Mass. : MIT Press, ©1988.
Series: Bradford books
Edition/Format:   Print book : EnglishView all editions and formats
Database:WorldCat
Summary:

An essential guide to the field, with papers drawn from disciplines as varied as neuroscience, psychology, cognitive science, engineering, and physics.

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Genre/Form: Collected Works
Material Type: Internet resource
Document Type: Book, Internet Resource
All Authors / Contributors: J A D Anderson; Edward Rosenfeld
ISBN: 0262010976 9780262010979 0262510480 9780262510486
OCLC Number: 19399912
Description: xxi, 729 pages : illustrations.
Contents: "Association" / William James --
"A logical calculus of the ideas immanent in nervous activity"; "How we know universals: the perception of auditory and visual forms" / Warren S. McCulloch and Walter Pitts --
"The first stage of perception: growth of the assembly" / Donald O. Hebb --
"In search of the engram" / K.S. Lashley --
"Tests on a cell assembly theory of the action of the brain, using a large digital computer" / N. Rochester [and others] --
"Computer and the brain" / John von Neumann --
"The perception: a probabilistic model for information storage and organization in the brain" / F. Rosenblatt --
"Pandemonium: a paradigm for learning" / O.G. Selfridge --
"Adaptive switching circuits" / Bernard Widrow and Marcian E. Hoff --
"The perceptron: a model for brain functioning" / H.D. Block --
"Non-holographic associative memory" / D.J. Willshaw, O.P. Buneman, and H.C. Longuet-Higgins --
"Perceptrons" / Marvin Minsky and Seymour Papert --
"Correlation matrix memories" / Teuvo Kohonen --
"A simple neural network generating an interactive memory" / James A. Anderson --
"A possible organization of animal memory and learning" / L.N. Cooper --
"Self-organization of orientation sensitive cells in the striate cortex" / Chr. von der Malsburg --
"A statistical theory of short and long term memory" / W.A. Little and Gordon L. Shaw --
"Adaptive pattern classification and universal recoding: I. Parallel development and coding of neural feature detectors / S. Grossberg. "Cooperative computation of stereo disparity" / D. Marr and T. Poggio --
" Neural theory of association and concept-formation" / S.I. Amari --
"Distinctive features, categorical perception, and probability learning: some applications of a neural model" / James A. Anderson [and others] --
"The response of the Limulus retina to moving stimuli: a prediction by Fourier synthesis" / Scott E. Brodie, Bruce W. Knight, and Floyd Ratliff --
"How does a brain build a cognitive code?" / Stephen Grossberg --
"An interactive activation model of context effects in letter perception: part 1. An account of basic findings" / James L. McClelland and David E. Rumelhart --
"Theory for the development of neuron selectivity: orientation specificity and binocular interaction in visual cortex" / Elie L. Bienenstock, Leon N. Cooper, and Paul W. Munro --
"Neural networks and physical systems with emergent collective computational abilities" / J.J. Hopfield --
"Vision" / David Marr --
"Connectionist models and their properties" / J.A. Feldman and D.H. Ballard --
"Self-organized formation of topologically correct feature maps" / Teuvo Kohonen --
"Neocognitron: a neural network model for a mechanism of visual pattern recognition" / Kunihiko Fukushima, Sei Miyake, and Takayuki Ito --
"Neuronlike adaptive elements that can solve difficult learning control problems" / Andrew G. Barto, Richard S. Sutton, and Charles W. Anderson --
"Optimization by simulated annealing" / S. Kirkpatrick, C.D. Gelatt, Jr., and M.P . Vecchi --
"Function of the thalamic reticular complex: the searchlight hypothesis" / Francis Crick --
"Neurons with graded response have collective computational properties like those of two-state neuron" / J.J. Hopfield --
"Theory of categorization based on distributed memory storage" / Andrew G. Knapp and James A. Anderson --
"Stochastic relaxation, Gibbs distributions, and the Bayesian restoration of images" / Stuart Geman and Donald Geman --
"A learning algorithm for Boltzmann machines" / David H. Ackley, Geoffrey E. Hinton, and Terrence J. Sejnowski --
"Optical implementation of the Hopfield model" / Nabil H. Farhat [and others] --
"NETtalk: a parallel network that learns to read aloud" / Terrence J. Sejnowski and Charles R. Rosenberg --
"Learning internal representations by error propagation" / D.E. Rumelhart, G.E. Hinton, and R.J. Williams --
"Real-time visual computations using analog CMOS processing arrays" / Massimo A. Sivilotti, Michelle A. Mahowald, and Carver A. Mead.
Series Title: Bradford books
Responsibility: edited by James A. Anderson and Edward Rosenfeld.

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"This book will serve to unify thinking in this field and as such is a very valuable contribution."--Leon Cooper, Brown University

 
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