| Presentation | 1999/5/13 Investigation of Capability of Sparsely Interconnected Neural Networks for Associative Memories Applying Discrete Walsh Transform Takeshi KAMIO, Hideki ASAI, |
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| PDF Download Page | PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | The conventional synthesis procedure of sparsely interconnected neural networks (SINNs) for associative memories may generate isolated cells which have only self-feedback due to the sparsely interconnected structure. As the outputs ofisolated cells are determined by only their initial values, SINN can't always associate the expected memory pattem. Although this problem is solved by increasing the number of interconnections, hardware implementation becomes very difficult. In this report, we investigate the capability of SINNs for associative memories applying discrete Walsh transform which we have proposed to keep out the disturbance of isolated cells without increasing interconnections, using computer simulations. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Sparsely interconnected neural networks / Associative memories / Discrete Walsh transform / Isolated cells |
| Paper # | NLP99-6 |
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| Conference Information | |
| Committee | NLP |
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| Conference Date | 1999/5/13(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
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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) | Investigation of Capability of Sparsely Interconnected Neural Networks for Associative Memories Applying Discrete Walsh Transform |
| Sub Title (in English) | |
| Keyword(1) | Sparsely interconnected neural networks |
| Keyword(2) | Associative memories |
| Keyword(3) | Discrete Walsh transform |
| Keyword(4) | Isolated cells |
| 1st Author's Name | Takeshi KAMIO |
| 1st Author's Affiliation | Fac. of Information Sciences, Hiroshima City Univ.,() |
| 2nd Author's Name | Hideki ASAI |
| 2nd Author's Affiliation | Dept. of Systems Engineering, Shizuoka Univ., |
| Date | 1999/5/13 |
| Paper # | NLP99-6 |
| Volume (vol) | vol.99 |
| Number (no) | 41 |
| Page | pp.pp.- |
| #Pages | 8 |
| Date of Issue | |