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The use of artificial neural networks to study perception in animals : papers of a theme issue
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Year: 2007 Publisher: London: Royal Society,

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Book
Modelling perception with artificial neural networks
Authors: ---
ISBN: 9780511779145 9780521763950 9781139042048 1139042041 1139044672 9781139044677 0521763959 9781139044677 0511779143 1139035819 1107208467 1139038133 1283051931 9786613051936 1139041274 1139040499 Year: 2010 Publisher: New York Cambridge University Press

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"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"--

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