| Presentation | 2000/10/13 An LSI Fabrication of Quantized Connection Neural Networks and Its Learning Y. Katayama, S. Sato, K. Nakajima, |
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| PDF Download Page | PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | We propose a large fan-in majority circuit. The proposed circuit configulation is so simple that is implemented by standard CMOS technology. This circuit comprises N input parallel stages (N is the number of inputs and is able to be increased over 1000), an output-buffer and a reference voltage generator. An important application of the majority circuits is a formation of binary neural networks. It needs the huge number of neurons. Thefunctions of a binary neuron and a majority circuit are essentially the same. Therefore, the proposed circuit makes it possible to realize hardware implementation of such neural networks. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Neural Networks / LSI / Quantized Connection / DBM Learning |
| Paper # | NLP2000-73 |
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| Conference Information | |
| Committee | NLP |
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| Conference Date | 2000/10/13(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
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| Vice Chair | |
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| Paper Information | |
| Registration To | Nonlinear Problems (NLP) |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | An LSI Fabrication of Quantized Connection Neural Networks and Its Learning |
| Sub Title (in English) | |
| Keyword(1) | Neural Networks |
| Keyword(2) | LSI |
| Keyword(3) | Quantized Connection |
| Keyword(4) | DBM Learning |
| 1st Author's Name | Y. Katayama |
| 1st Author's Affiliation | Laboratory for Electronic Intelligent Systems, R.I.E.C., Tohoku University() |
| 2nd Author's Name | S. Sato |
| 2nd Author's Affiliation | Laboratory for Electronic Intelligent Systems, R.I.E.C., Tohoku University |
| 3rd Author's Name | K. Nakajima |
| 3rd Author's Affiliation | Laboratory for Electronic Intelligent Systems, R.I.E.C., Tohoku University |
| Date | 2000/10/13 |
| Paper # | NLP2000-73 |
| Volume (vol) | vol.100 |
| Number (no) | 381 |
| Page | pp.pp.- |
| #Pages | 8 |
| Date of Issue | |