Książka Learning on Silicon G. Cauwenberghs

Learning on Silicon

Adaptive VLSI Neural Systems

Język: Angielski
Oprawa: Twarda
Wydawca: Springer
Dostępność: Dostępna u dostawcy w małych ilościach
Wysyłamy za 13-18 dni
723.83
Learning on Silicon combines models of adaptive information processing in the brain with advances in...

Informacje o książce

Język
Angielski
Oprawa
Książka - Twarda
Data wydania
1999
strony
426
EAN
9780792385554
ISBN
0792385551
Enbook ID
01397686
Wydawca
Waga
1770
Wymiary
155 x 235 x 28

Pełny opis

Learning on Silicon combines models of adaptive information processing in the brain with advances in microelectronics technology and circuit design. The premise is to construct integrated systems not only loaded with sufficient computational power to handle demanding signal processing tasks in sensory perception and pattern recognition, but also capable of operating autonomously and robustly in unpredictable environments through mechanisms of adaptation and learning. This edited volume covers the spectrum of Learning on Silicon in five parts: adaptive sensory systems, neuromorphic learning, learning architectures, learning dynamics, and learning systems. The 18 chapters are documented with examples of fabricated systems, experimental results from silicon, and integrated applications ranging from adaptive optics to biomedical instrumentation. As the first comprehensive treatment on the subject, Learning on Silicon serves as a reference for beginners and experienced researchers alike. It provides excellent material for an advanced course, and a source of inspiration for continued research towards building intelligent adaptive machines.

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