Synergetic Computers and Cognition: A Top-Down Approach to Neural Nets: 50 (Springer Series in Synergetics, 50) - Tapa dura

Haken, Hermann

 
9783540421634: Synergetic Computers and Cognition: A Top-Down Approach to Neural Nets: 50 (Springer Series in Synergetics, 50)
Tapa dura
ISBN 10: 3540421637 ISBN 13: 9783540421634
Editorial: Springer, 2004

Sinopsis

This book presents a novel approach to neural nets and thus offers a genuine alternative to the hitherto known neuro-computers. The new edition includes a section on transformation properties of the equations of the synergetic computer and on the invariance properties of the order parameter equations. Further additions are a new section on stereopsis and recent developments in the use of pulse-coupled neural nets for pattern recognition.

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De la contraportada

This book presents a novel approach to neural nets and thus offers a genuine alternative to the hitherto known neuro-computers. This approach is based on the author's discovery of the profound analogy between pattern recognition and pattern formation in open systems far from equilibrium. Thus the mathematical and conceptual tools of synergetics can be exploited, and the concept of the synergetic computer formulated. A complete and rigorous theory of pattern recognition and learning is presented. The resulting algorithm can be implemented on serial computers or realized by fully parallel nets whereby no spurious states occur. Explicit examples (recognition of faces and city maps) are provided. The recognition process is made invariant with respect to simultaneous translation, rotation, and scaling, and allows the recognition of complex scenes. Oscillations and hysteresis in the perception of ambiguous patterns are treated, as well as the recognition of movement patterns. A comparison between the recognition abilities of humans and the synergetic computer sheds new light on possible models of mental processes. The synergetic computer can also perform logical steps such as the XOR operation. The new edition includes a section on transformation properties of the equations of the synergetic computer and on the invariance properties of the order parameter equations. Further additions are a new section on stereopsis and recent developments in the use of pulse-coupled neural nets for pattern recognition.

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Editorial
Springer
Año de publicación
2004
Idioma
Inglés
ISBN 10 
3540421637
ISBN 13 
9783540421634
Encuadernación
Tapa dura
Número de páginas
260
Contacto del fabricante
no disponible
Persona responsable
CMN Printpool Inh. Mathis Neumann
https://www.also.com/ec/cms5/en_6000/6000/index.jsp

Friedrich-Karl-Str. 9
Hamburg
Alemania

Otras ediciones populares con el mismo título

9783642075735: Synergetic Computers and Cognition: A Top-Down Approach to Neural Nets: 50 (Springer Series in Synergetics)

Edición Destacada

ISBN 10:  3642075738 ISBN 13:  9783642075735
Editorial: Springer, 2010
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