| Presentation | 1995/9/29 DESIGN METHODOLOGY OF NEURAL NETWORKS AND THEIR APPLICATIONS TO ASSOCIATIVE MEMORY AND SIGNAL PROCESSING Kenji NAKAYAMA, |
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| PDF Download Page | PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | This tutorial paper surveys recent research and development on neural networks. Especially, stress is placed on comparison between neural networks and signal processing technology. Neural networks have similarities in structures and learning algorithms. However, neural networks have the following features, nonparametric scheme, dynamic systems, self-organization, robustness due to parallel and distributed structure. So, we can expect more efficient and flexible signal processing. Usefulness of neural networks is dependent of relations between neural networks and unknown systems of interest in structures and nonlinearity The applications In signal processing and digital transmission taking the features into account are also surveyed. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | neural networks / nonlinearity / signal processing / dynamics / associative memory / system identification |
| Paper # | NLP95-46 |
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| Conference Information | |
| Committee | NLP |
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| Conference Date | 1995/9/29(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
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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) | DESIGN METHODOLOGY OF NEURAL NETWORKS AND THEIR APPLICATIONS TO ASSOCIATIVE MEMORY AND SIGNAL PROCESSING |
| Sub Title (in English) | |
| Keyword(1) | neural networks |
| Keyword(2) | nonlinearity |
| Keyword(3) | signal processing |
| Keyword(4) | dynamics |
| Keyword(5) | associative memory |
| Keyword(6) | system identification |
| 1st Author's Name | Kenji NAKAYAMA |
| 1st Author's Affiliation | Dept. of Electrical and Computer Engineering, Faculty of Eng., Kanazawa Univ.() |
| Date | 1995/9/29 |
| Paper # | NLP95-46 |
| Volume (vol) | vol.95 |
| Number (no) | 280 |
| Page | pp.pp.- |
| #Pages | 8 |
| Date of Issue | |