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Learning on Silicon

By G. Cauwenberghs

Learning on Silicon

By G. Cauwenberghs

0 - Default Title
Description
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.
Product details
Edition:
1
Number of Pages:
444
Release Date:
1999-06-30
Publication Date:
1999-06-30
Publisher:
Springer US
Languages:
Original: English
ISBN10:
0792385551
ISBN13:
9780792385554
GPSR Manufacturer Reference:
[email protected]
Weight:
828 g
Height:
160 cm
Width:
241 cm
Thickness:
29 cm
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