Computational and Cognitive Neuroscience of Vision
Despite a plethora of scientific literature devoted to vision research and the trend toward integrative research, the borders between disciplines remain a practical difficulty. To address this problem, this book provides a systematic and comprehensive ove
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Qi Zhao Editor
Computational and Cognitive Neuroscience of Vision
Cognitive Science and Technology Series editor David M.W. Powers, Adelaide, Australia
More information about this series at http://www.springer.com/series/11554
Qi Zhao Editor
Computational and Cognitive Neuroscience of Vision
123
Editor Qi Zhao Electrical and Computer Engineering National University of Singapore Singapore Singapore
ISSN 2195-3988 ISSN 2195-3996 (electronic) Cognitive Science and Technology ISBN 978-981-10-0211-3 ISBN 978-981-10-0213-7 (eBook) DOI 10.1007/978-981-10-0213-7 Library of Congress Control Number: 2016948094 © Springer Science+Business Media Singapore 2017 This work is subject to copyright. All rights are reserved by the Publisher, whether the whole or part of the material is concerned, specifically the rights of translation, reprinting, reuse of illustrations, recitation, broadcasting, reproduction on microfilms or in any other physical way, and transmission or information storage and retrieval, electronic adaptation, computer software, or by similar or dissimilar methodology now known or hereafter developed. The use of general descriptive names, registered names, trademarks, service marks, etc. in this publication does not imply, even in the absence of a specific statement, that such names are exempt from the relevant protective laws and regulations and therefore free for general use. The publisher, the authors and the editors are safe to assume that the advice and information in this book are believed to be true and accurate at the date of publication. Neither the publisher nor the authors or the editors give a warranty, express or implied, with respect to the material contained herein or for any errors or omissions that may have been made. Printed on acid-free paper This Springer imprint is published by Springer Nature The registered company is Springer Science+Business Media Singapore Pte Ltd.
Contents
Neural Mechanisms of Saliency, Attention, and Orienting . . . . . . . . . . . . Brian J. White and Douglas P. Munoz
1
Insights on Vision Derived from Studying Human Single Neurons . . . . . Jan Kamiński and Ueli Rutishauser
25
Recognition of Occluded Objects . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . Hanlin Tang and Gabriel Kreiman
41
Towards a Theory of Computation in the Visual Cortex . . . . . . . . . . . . . David A. Mély and Thomas Serre
59
Invariant Recognition Predicts Tuning of Neurons in Sensory Cortex . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . Jim Mutch, Fabio Anselmi, Andrea Tacchetti, Lorenzo Rosasco, Joel Z. Leibo and Tomaso Poggio
85
Speed Versus Accuracy in Visual Search: Optimal Performance and Neural Implementations . . . . . . . . . . . . . . . . . . . . . . . . 105 Bo Chen and Pietro Perona The Pupil as Marker of Cognitive Processes . . . . . . . . . . . . . . . . . . . . . . . 141 Wolfgang Einhäuser Social Saliency . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 171 Sh
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