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Principles of Neural Design.pdf
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Principles of Neural Design

Principles
Compute with chemistry
Compute directly with analog primitives
Combine analog and pulsatile processing
Sparsify
Send only what is needed
Send at the lowest acceptable rate
Minimize wire
Make neural components irreducibly small
Complicate
Adapt, match, learn, and forget

The MIT Press
Cambridge, Massachusetts
London, England
Peter Sterling and Simon Laughlin
Principles of Neural Design

© 2015 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 information
storage and retrieval) without permission in writing from the publisher.
MIT Press books may be purchased at special quantity discounts for business or sales
promotional use. For information, please email special_sales@mitpress.mit.edu.
This book was set in Stone Sans and Stone Serif by Toppan Best-set Premedia Limited.
Printed and bound in the United States of America.
Library of Congress Cataloging-in-Publication Data
Sterling, Peter (Professor of neuroscience), author.
Principles of neural design / Peter Sterling and Simon Laughlin.
p. ; cm.
Includes bibliographical references and index.
ISBN 978-0-262-02870-7 (hardcover : alk. paper)
I. Laughlin, Simon, author. II. Title.
[DNLM: 1. Brain — physiology. 2. Learning. 3. Neural Pathways. WL 300]
QP376
612.8’2 — dc23
2014031498
10 9 8 7 6 5 4 3 2 1
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