Neural Networks and Animal Behavior
Neural Networks and Animal Behavior will interest students of animal behavior, cognitive scientists, engineers, and anyone working with neural networks. In a real way, this book is a bridge across the disciplines, constructing connections between animal behavior theories to other modes of understanding.This book will make a major contribution to the field of animal behavior. The explanations are clear and the math transparent. Anyone who viewed artificial neural networks as mysterious black boxes will have their minds changed.–Michael J. Ryan, University of Texas, AustinpThis book shows how neural net models can improve our understanding of animal behavior. It offers an accessible introduction to the general approach while covering a wide range of topics.–Alasdair Houston, University of BristolHow can we make better sense of animal behavior by using what we know about the brain? This is the first book that attempts to answer this important question by applying neural network theory. Scientists create Artificial Neural Networks (ANNs) to make models of the brain. These networks mimic the architecture of a nervous system by connecting elementary neuron-like units into networks in which they stimulate or inhibit each other’s activity in much the same way neurons do. This book shows how scientists can employ ANNs to analyze animal behavior, explore the general principles of the nervous systems, and test potential generalizations among species. The authors focus on simple neural networks to show how ANNs can be investigated by math and by computers. They demonstrate intuitive concepts that make the operation of neural networks more accessible to nonspecialists.pThe first chapter introduces various approaches to animal behavior and provides an informal introduction to neural networks, their history, and their potential advantages. The second chapter reviews artificial neural networks, including biological foundations, techniques, and applications. The followin@Zp