Presentation | 2003/10/31 New Stochastic Bit-stream for Accurate Multiplication Makoto FUKUDA, c-k pham, |
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PDF Download Page | PDF download Page Link |
Abstract(in Japanese) | (See Japanese page) |
Abstract(in English) | In this paper, we propose a stochastic bit-stream with high accurate multiplication. As a result, the RMS error of a stochastic multiplication by using GLFSR as a random number generator is reduced. The proposed synapse multiplier can be realized with a smaller circuit and having higher accuracy in comparison with the Deterministic Bit-stream which has been reported previously. |
Keyword(in Japanese) | (See Japanese page) |
Keyword(in English) | Neural Network / Stochastic bit-stream / Deterministic bit-stream / FPGA / LFSR / GLFSR |
Paper # | CAS2003-84,CST2003-27 |
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Conference Information | |
Committee | CAS |
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Conference Date | 2003/10/31(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 | Circuits and Systems (CAS) |
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Language | JPN |
Title (in Japanese) | (See Japanese page) |
Sub Title (in Japanese) | (See Japanese page) |
Title (in English) | New Stochastic Bit-stream for Accurate Multiplication |
Sub Title (in English) | |
Keyword(1) | Neural Network |
Keyword(2) | Stochastic bit-stream |
Keyword(3) | Deterministic bit-stream |
Keyword(4) | FPGA |
Keyword(5) | LFSR |
Keyword(6) | GLFSR |
1st Author's Name | Makoto FUKUDA |
1st Author's Affiliation | Dept. of Electronic Engineering, University of electro-communications() |
2nd Author's Name | c-k pham |
2nd Author's Affiliation | Dept. of Electronic Engineering, University of electro-communications |
Date | 2003/10/31 |
Paper # | CAS2003-84,CST2003-27 |
Volume (vol) | vol.103 |
Number (no) | 404 |
Page | pp.pp.- |
#Pages | 4 |
Date of Issue |