عنوان

Deep Fusion of Computational and Symbolic Processing

شابک

9783662003732

شابک

9783790818376

شماره

b407779

عنوان اصلي

Deep Fusion of Computational and Symbolic Processing

نام عام مواد

[Book]

نام نخستين پديدآور

edited by Takeshi Furuhashi, Shun'Ichi Tano, Hans-Arno Jacobsen.

محل نشرو پخش و غیره

Heidelberg :

نام ناشر، پخش کننده و غيره

Imprint: Physica,

تاریخ نشرو بخش و غیره

2001.

عنوان فروست

Studies in Fuzziness and Soft Computing,

مشخصه جلد

59

شاپا ي ISSN فروست

1434-9922 ;

متن يادداشت

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.

بدون عنوان

0

متن يادداشت

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.

شماره استاندارد بين المللي کتاب و موسيقي

9783662003732

عنوان

Springer eBooks

موضوع مستند نشده

Artificial intelligence.

موضوع مستند نشده

Computer science.

مستند نام اشخاص تاييد نشده

Furuhashi, Takeshi.

مستند نام اشخاص تاييد نشده

Jacobsen, Hans-Arno.

مستند نام اشخاص تاييد نشده

Tano, Shun'Ichi.

مستند نام تنالگان تاييد نشده

SpringerLink (Online service)

تاريخ عمليات

20190301080500.0

نام الکترونيکي

نوع ماده

[Book]

تكميل شده

Y