Presentation | 2010-01-18 Noise-driven Computing on Neuromorphic VLSIs Tetsuya ASAI, |
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Abstract(in Japanese) | (See Japanese page) |
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. |
Keyword(in Japanese) | (See Japanese page) |
Keyword(in English) | Noise and fluctuations / neural networks / hardware |
Paper # | NC2009-71 |
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Conference Information | |
Committee | NC |
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Conference Date | 2010/1/11(1days) |
Place (in Japanese) | (See Japanese page) |
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Topics (in Japanese) | (See Japanese page) |
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Paper Information | |
Registration To | Neurocomputing (NC) |
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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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