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Theoretical Neuroscience Computational and Mathematical Modeling of Neural Systems.pdf
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Theoretical Neuroscience
Computational Neuroscience
Terrence J. Sejnowski and Tomaso Poggio, editors
Neural Nets in Electric Fish, Walter Heiligenberg, 1991.
The Computational Brain, Patricia S. Churchland and Terrence J. Sejnowski,
1992
Dynamic Biological Networks: The Stomatogastric Nervous System, edited by
Ronald M. Harris-Warrick, Eve Marder, Allen I. Selverston, and
Maurice Moulins, 1992
The Neurobiology of Neural Networks, edited by Daniel Gardner, 1993
Large-Scale Neuronal Theories of the Brain, edited by Christof Koch and Joel
L. Davis, 1994
The Theoretical Foundations of Dendritic Function: Selected Papers of Wilfrid
Rall with Commentaries, edited by Idan Segev, John Rinzel, and Gordon
M. Shepherd, 1995
Models of Information Processing in the Basal Ganglia, edited by James C.
Houk, Joel L. Davis, and David G. Beiser, 1995
Spikes: Exploring the Neural Code, Fred Rieke, David Warland, Rob de
Ruyter van Steveninck, and William Bialek, 1997
Neurons, Networks, and Motor Behavior, edited by Paul S.G. Stein, Sten
Grillner, Allen I. Selverston, and Douglas G. Stuart, 1997
Methods in Neuronal Modeling: From Ions to Networks, second edition,
edited by Christof Koch and Idan Segev, 1998
Fundamentals of Neural Network Modeling: Neuropsychology and Cognitive
Neuroscience, edited by Randolph W. Parks, Daniel S. Levine, and Debra
L. Long, 1998
Neural Codes and Distributed Representations: Foundations of Neural
Computation, edited by Laurence Abbott and Terrence J. Sejnowski, 1998
Unsupervised Learning: Foundations of Neural Computation, edited by
Geoffrey Hinton and Terrence J. Sejnowski, 1998
Fast Oscillations in Cortical Circuits, Roger D. Traub, John G.R. Jeffreys,
and Miles A. Whittington, 1999
Computational Vision: Information Processing in Perception and Visual
Behavior, Hanspeter A. Mallot, 2000
Theoretical Neuroscience: Computational and Mathematical Modeling of Neural
Systems, Peter Dayan and L.F. Abbott, 2001
Theoretical Neuroscience
Computational and Mathematical Modeling of
Neural Systems
Peter Dayan and L.F. Abbott
The MIT Press
Cambridge, Massachusetts
London, England
c
2001 Massachusetts Institute of Technology
All rights reserved. No part of this book may be reproduced in any form by any
electronic or mechanical means (including photocopying, recording, or informa-
tion storage and retrieval) without permission in writing from the publisher.
Typeset in Palatino by the authors using L
A
T
E
X2
ε
.
Printed and bound in the United States of America.
Library of Congress Cataloging-in-Publication Data
Dayan, Peter.
Theoretical neuroscience : computational and mathematical modeling of neural
systems / Peter Dayan and L.F. Abbott.
p. cm. – (Computational neuroscience)
Includes bibliographical references.
ISBN 0-262-04199-5 (hc. : alk. paper)
1. Neural networks (Neurobiology) – Computer simulation. 2. Human
information processing – Computer simulation. 3. Computational neuroscience.
I. Abbott, L.F. II. Title. III. Series
QP363.3 .D39 2001
573.8’01’13--dc21
2001044005
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