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Neural nets : a theory for brains and machines.

Author: A F Rocha
Publisher: Berlin, Heidelberg : Springer Berlin Heidelberg, 1992.
Series: Lecture notes in computer science., Lecture notes in artificial intelligence ;, 638.
Edition/Format:   eBook : Document : EnglishView all editions and formats
Publication:Springer e-books.
Summary:
The purpose of this book is to develop neural nets as a strong theory for both brains and machines. The theory is developed in close correlation with the biology of the neuron and the properties of human reasoning. This approach implies the following: - Updating the biology of the artificialneuron. The neurosciences have experienced a tremendous development in the last 50 years. One of the main purposes of the  Read more...
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Additional Physical Format: Printed edition:
Material Type: Document, Internet resource
Document Type: Internet Resource, Computer File
All Authors / Contributors: A F Rocha
ISBN: 3540559493 9783540559498 9783540473176 3540473173
OCLC Number: 990478268
Language Note: English.
Notes: Bibliographic Level Mode of Issuance: Monograph.
Description: 1 online resource (XVIII, 398 pages).
Contents: The neuron --
The synapsis electrical properties --
The synapsis the chemical processing --
Learning --
Investigating expertise --
Modular nets --
NEXTOOL: A MPNN classifying system --
JARGON a neural environment for language processing --
SMART KARDS (c): Object oriented MPNN environment --
Fuzzy sets and fuzzy logic.
Series Title: Lecture notes in computer science., Lecture notes in artificial intelligence ;, 638.

Abstract:

The purpose of this book is to develop neural nets as astrong theory for both brains and machines. The theory isdeveloped in close correlation with the biology of theneuron and the properties of  Read more...

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