Overview

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 human reasoning. This approachimplies the following:- Updating the biology of the artificialneuron. Theneurosciences have experienced a tremendous development inthe last 50 years. One of the main purposes of the presentwork is toincorporate this knowledge into a strong model ofthe artificial neuron. Particular attention is devoted toformalizing the complex chemical processes at the synapticlevel. This formal language supports both symbolicreasoningand uncertainty processing. - Investigating the properties of expert reasoning. Thiskind of reasoning is approximate, partial and non-monotonic,and therefore requires special mathematical tools for itsformalization, such as fuzzy set theory and fuzzy logic. Three different intelligent systems developed with thistechnology are presented and discussed.

Full Product Details

Author:   Armando F.Da Rocha
Publisher:   Springer-Verlag Berlin and Heidelberg GmbH & Co. KG
Imprint:   Springer-Verlag Berlin and Heidelberg GmbH & Co. K
Edition:   1992 ed.
Volume:   638
Dimensions:   Width: 15.50cm , Height: 2.10cm , Length: 23.50cm
Weight:   1.280kg
ISBN:  

9783540559498

ISBN 10:   3540559493
Pages:   398
Publication Date:   12 October 1992
Audience:   College/higher education ,  Professional and scholarly ,  Postgraduate, Research & Scholarly ,  Professional & Vocational
Format:   Paperback
Publisher's Status:   Active
Availability:   In Print  
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Table of 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.

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