National Science Library of Georgia

Modelling perception with artificial neural networks / (Record no. 521547)

MARC details
000 -LEADER
fixed length control field 04983nam a22003498i 4500
001 - CONTROL NUMBER
control field CR9780511779145
003 - CONTROL NUMBER IDENTIFIER
control field UkCbUP
005 - DATE AND TIME OF LATEST TRANSACTION
control field 20200124160317.0
006 - FIXED-LENGTH DATA ELEMENTS--ADDITIONAL MATERIAL CHARACTERISTICS--GENERAL INFORMATION
fixed length control field m|||||o||d||||||||
007 - PHYSICAL DESCRIPTION FIXED FIELD--GENERAL INFORMATION
fixed length control field cr||||||||||||
008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION
fixed length control field 100519s2010||||enk o ||1 0|eng|d
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
International Standard Book Number 9780511779145 (ebook)
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
Cancelled/invalid ISBN 9780521763950 (hardback)
040 ## - CATALOGING SOURCE
Original cataloging agency UkCbUP
Language of cataloging eng
Description conventions rda
Transcribing agency UkCbUP
050 00 - LIBRARY OF CONGRESS CALL NUMBER
Classification number QP441
Item number .M63 2010
082 00 - DEWEY DECIMAL CLASSIFICATION NUMBER
Classification number 612.8/2
Edition number 22
245 00 - TITLE STATEMENT
Title Modelling perception with artificial neural networks /
Statement of responsibility, etc [edited by] Colin R. Tosh, Graeme D. Ruxton.
264 #1 - Production, Publication, Distribution, Manufacture, and Copyright Notice (R)
Place of production, publication, distribution, manufacture (R) Cambridge :
Name of producer, publisher, distributor, manufacturer (R) Cambridge University Press,
Date of production, publication, distribution, manufacture, or copyright notice 2010.
300 ## - PHYSICAL DESCRIPTION
Extent 1 online resource (x, 397 pages) :
Other physical details digital, PDF file(s).
336 ## - Content Type (R)
Content type term (R) text
Content type code (R) txt
Source (NR) rdacontent
337 ## - Media Type (R)
Media type term (R) computer
Media type code (R) c
Source (NR) rdamedia
338 ## - Carrier Type (R)
Carrier type term (R) online resource
Carrier type code (R) cr
Source (NR) rdacarrier
500 ## - GENERAL NOTE
General note Title from publisher's bibliographic system (viewed on 05 Oct 2015).
505 00 - FORMATTED CONTENTS NOTE
Miscellaneous information Part I. General themes:
-- 1.
Title Neural networks for perceptual processing: from simulation tools to theories /
Statement of responsibility Kevin Gurney;
Miscellaneous information 2.
Title Sensory ecology and perceptual allocation: new prospects for neural networks /
Statement of responsibility Steven M. Phelps --
Miscellaneous information Part II.
Title The use of artificial neural networks to elucidate the nature of perceptual processes in animals:
Miscellaneous information 3.
Title Correlation versus gradient type motion detectors: the pros and cons /
Statement of responsibility Alexander Borst;
Miscellaneous information 4.
Title Spatial constancy and the brain: insights from neural networks /
Statement of responsibility Robert L. White III and Lawrence H. Snyder;
Miscellaneous information 5.
Title The interplay of Pavlovian and instrumental processes in devaluation experiments: a computational embodied neuroscience model tested with a simulated rat /
Statement of responsibility Francesco Mannella, Marco Mirolli and Gianluca Baldassarre;
Miscellaneous information 6.
Title Evolution, (sequential) learning and generalization in modular and nonmodular visual neural networks /
Statement of responsibility Raffae.e Calabretta;
Miscellaneous information 7.
Title Effects of network structure on associative memory /
Statement of responsibility Hiraku Oshima and Tokashi Odagaki;
Miscellaneous information 8.
Title Neural networks and neuro-oncology: the complex interplay between brain tumour, epilepsy and cognition /
Statement of responsibility L. Douw [and others] --
Miscellaneous information Part III.
Title Artificial neural networks as models of perceptual processing in ecology and evolutionary biology:
Miscellaneous information 9.
Title Evolutionary diversification of mating behaviour: using artificial neural networks to study reproductive character displacement and speciation /
Statement of responsibility Karin S. Pfennig and Michael J. Ryan;
Miscellaneous information 10.
Title Applying artificial neural networks to the study of prey coloration /
Statement of responsibility Sami Merilaita;
Miscellaneous information 11.
Title Artificial neural networks in models of specialization, guild evolution and sympatric speciation /
Statement of responsibility Noél M.A. Holmgren, Niclas. Norrstrom and Wayne M. Getz;
Miscellaneous information 12.
Title Probabilistic design principles for robust multimodal communication networks /
Statement of responsibility David C. Krakauer, Jessica Flack and Nihat Ay;
Miscellaneous information 13.
Title Movement-based signalling and the physical world: modelling the changing perceptual task for receivers /
Statement of responsibility Richard A. Peters --
Miscellaneous information Part IV.
Title Methodological issues in the use of simple feedforward networks:
Miscellaneous information 14.
Title How training and testing histories affect generalization: a test of simple neural networks /
Statement of responsibility Stefano Ghirlanda and Magnus Enquist;
Miscellaneous information 15.
Title The need for stochastic replication of ecological neural networks /
Statement of responsibility Colin R. Tosh and Graeme D. Ruxton;
Miscellaneous information 16.
Title Methodological issues in modelling ecological learning with neural networks /
Statement of responsibility Daniel W. Franks and Graeme D. Ruxton;
Miscellaneous information 17.
Title Neural network evolution and artificial life research /
Statement of responsibility Dara Curran and Colin O'Riordan;
Miscellaneous information 18.
Title Current velocity shapes the functional connectivity of benthiscapes to stream insect movement /
Statement of responsibility Julian D. Olden;
Miscellaneous information 19.
Title A model biological neural network: the cephalopod vestibular system /
Statement of responsibility Roddy Williamson and Abdul Chrachri.
520 ## - SUMMARY, ETC.
Summary, etc Studies of the evolution of animal signals and sensory behaviour have more recently shifted from considering 'extrinsic' (environmental) determinants to 'intrinsic' (physiological) ones. The drive behind this change has been the increasing availability of neural network models. With contributions from experts in the field, this book provides a complete survey of artificial neural networks. The book opens with two broad, introductory level reviews on the themes of the book: neural networks as tools to explore the nature of perceptual mechanisms, and neural networks as models of perception in ecology and evolutionary biology. Later chapters expand on these themes and address important methodological issues when applying artificial neural networks to study perception. The final chapter provides perspective by introducing a neural processing system in a real animal. The book provides the foundations for implementing artificial neural networks, for those new to the field, along with identifying potential research areas for specialists.
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Perception
General subdivision Computer simulation.
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Neural networks (Computer science)
700 1# - ADDED ENTRY--PERSONAL NAME
Personal name Tosh, Colin,
Relator term editor.
700 1# - ADDED ENTRY--PERSONAL NAME
Personal name Ruxton, Graeme D.,
Relator term editor.
776 08 - ADDITIONAL PHYSICAL FORM ENTRY
Display text Print version:
International Standard Book Number 9780521763950
856 40 - ELECTRONIC LOCATION AND ACCESS
Uniform Resource Identifier <a href="https://doi.org/10.1017/CBO9780511779145">https://doi.org/10.1017/CBO9780511779145</a>

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