Synergetic Computers and Cognition
A Top-Down Approach to Neural Nets
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…
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Produktdetails
- ISBN: 978-3-540-42163-4
- EAN: 9783540421634
- Produktnummer: 31960431
- Verlag: Springer Nature EN
- Sprache: Englisch
- Erscheinungsjahr: 2004
- Seitenangabe: 245 S.
- Masse: H23.5 cm x B15.5 cm 1'200 g
- Auflage: 2. A.
- Reihenbandnummer: 50
- Gewicht: 1200
- Sonstiges: Research
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