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Neural Networks and Brain Function
Edmund T Rolls and Alessandro Treves
Published in 1998 –
This book describes the types of computation that can be performed by
biologically plausible neural networks and shows how they may be implemented in
different systems of the brain. It is structured in three sections, each of
which addresses a different need. The first introduces and analyzes the
operation of several fundamental types of neural networks. The second discusses
real neural networks in several brain systems, and shows how it is becoming
possible to construct theories about the way different parts of the brain work.
This section also analyzes the various neuroscience and neurocomputation
techniques that need to be combined to ensure further progress in understanding
the mechanism of brain processes. The third section, a collection of
appendices. introduces the formal quantitative approaches to many of the
networks described. Neural Networks and Brain Function is an accessible, clear
introduction for researchers and students in neuroscience and artificial
intelligence to the fascinating problems of how the brain works and how
behavior is determined
418 pages
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