عنوان
پدید آورنده
موضوع
رده
کتابخانه
محل استقرار
INTERNATIONAL STANDARD BOOK NUMBER
(Number (ISBN
9783662003732
(Number (ISBN
9783790818376
NATIONAL BIBLIOGRAPHY NUMBER
Number
b407779
TITLE AND STATEMENT OF RESPONSIBILITY
Title Proper
Deep Fusion of Computational and Symbolic Processing
General Material Designation
[Book]
First Statement of Responsibility
edited by Takeshi Furuhashi, Shun'Ichi Tano, Hans-Arno Jacobsen.
.PUBLICATION, DISTRIBUTION, ETC
Place of Publication, Distribution, etc.
Heidelberg :
Name of Publisher, Distributor, etc.
Imprint: Physica,
Date of Publication, Distribution, etc.
2001.
SERIES
Series Title
Studies in Fuzziness and Soft Computing,
Volume Designation
59
ISSN of Series
1434-9922 ;
CONTENTS NOTE
Text of Note
A Subsymbolic and Symbolic Model for Learning Sequential Decision Tasks -- Integration of Different Information Processing Methods -- Symbol Pattern Integration Using Multilinear Functions -- Design of Autonomously Learning Controllers Using FYNESSE -- Modeling for Dynamical Systems with Fuzzy Sequential Knowledge -- Hybrid Machine Learning Tools: INSS - A Neuro-Symbolic System for Constructive Machine Learning -- A Generic Architecture for Hybrid Intelligence Systems -- New Paradigm toward Deep Fusion of Computational and Symbolig Processing -- Fusion of Symbolic and Quantitative Processing by Conceptual Fuzzy Sets -- Novel Knowledge Representation (Area Representation) and the Implementation by Neural Network -- A Symbol Ground Problem of Gesture Motion through a Self-organizing Network of Time-varying Motion Images.
0
SUMMARY OR ABSTRACT
Text of Note
Symbolic processing has limitations highlighted by the symbol grounding problem. Computational processing methods, like fuzzy logic, neural networks, and statistical methods have appeared to overcome these problems. However, they also suffer from drawbacks in that, for example, multi-stage inference is difficult to implement. Deep fusion of symbolic and computational processing is expected to open a new paradigm for intelligent systems. Symbolic processing and computational processing should interact at all abstract or computational levels. For this undertaking, attempts to combine, hybridize, and fuse these processing methods should be thoroughly investigated and the direction of novel fusion approaches should be clarified. This book contains the current status of this attempt and also discusses future directions.
OTHER EDITION IN ANOTHER MEDIUM
International Standard Book Number
9783662003732
PIECE
Title
Springer eBooks
TOPICAL NAME USED AS SUBJECT
Artificial intelligence.
Computer science.
PERSONAL NAME - PRIMARY RESPONSIBILITY
Furuhashi, Takeshi.
PERSONAL NAME - ALTERNATIVE RESPONSIBILITY
Jacobsen, Hans-Arno.
Tano, Shun'Ichi.
CORPORATE BODY NAME - ALTERNATIVE RESPONSIBILITY
SpringerLink (Online service)
ORIGINATING SOURCE
Date of Transaction
20190301080500.0
ELECTRONIC LOCATION AND ACCESS
Electronic name
مطالعه متن کتاب [Book]
Y
