Neural Networks and Animal Behavior:
Neural Networks and Animal Behavior: Books
Product Description
How can we make better sense of animal behavior by using what we know about the brain? This is the first book that attempts to resolution this vital question by applying neural network theory. Scientists make 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 use ANNs to question 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 exhibit intuitive concepts that make the operation of neural networks more accessible to nonspecialists.
The 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 following three chapters apply neural networks to such topics as learning and development, classical instrumental shape up, and the role of genes in building brain networks. The book concludes by comparing neural networks to other approaches. It will fascinate to students of animal behavior in many disciplines. It will also interest neurobiologists, cognitive scientists, and those from other fields who wish to learn more about animal behavior.
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