Appendix A3 Capacity of pattern association networks
book from OUP
Neural Networks and Brain Function.pdf
Neural Networks and
Oxford University Press. ISBN 0-19-852432-3
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 offers an indication of the various neuroscience and
neurocomputation techniques that will need to be combined to ensure
further progress in understanding the mechanism of processes in the
brain. 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.
".....a fascinating groundwork for researchers stydying
how the human brain works and how behaviour is produced." -ASLIB