Presentation	2010-01-18 Noise-driven Computing on Neuromorphic VLSIs Tetsuya ASAI,
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Abstract(in English)	This paper provides an overview of the recent development of my noise-driven VLSI circuits whose architectures were inspired by biological nervous systems. Noises are inevitable under natural environment, however, one usually tries to 'attenuate' noises and fluctuations on VLSIs by using, for example, special shielding equipments, precise fabrication process, special layout or circuit techniques, and so on. On the other hand, biological systems certainly 'exploit' noises to increase performances on neural computation. In this paper. three examples of noise-driven neural computing on analog VLSIs are presented, which may show what the noise-driven VLSI circuits can do now, and what they may do in the future.
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Keyword(in English)	Noise and fluctuations / neural networks / hardware
Paper #	NC2009-71
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Conference Information
Committee	NC
Conference Date	2010/1/11(1days)
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Paper Information
Registration To	Neurocomputing (NC)
Language	ENG
Title (in Japanese)	(See Japanese page)
Sub Title (in Japanese)	(See Japanese page)
Title (in English)	Noise-driven Computing on Neuromorphic VLSIs
Sub Title (in English)
Keyword(1)	Noise and fluctuations
Keyword(2)	neural networks
Keyword(3)	hardware
1st Author's Name	Tetsuya ASAI
1st Author's Affiliation	Graduate School of Information Science and Technology, Hokkaido University()
Date	2010-01-18
Paper #	NC2009-71
Volume (vol)	vol.109
Number (no)	363
Page	pp.pp.-
#Pages	6
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