| Presentation | 1994/5/19 An analysis of associative memory dynamics Toshiki Kindo, |
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| PDF Download Page | PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | The dynamics of associative memory with autocorrelation matrix is studied.The dynarmics has the linear and the non-linear transformation part.The linear transformation part is dominant in the dynamical process.This part generates a flow on a(N-1) dimensional sphere which includes all memorized patterns when the associative memory has N units.The flow describes an outline of the recalling process and dractically changes at λ^s_min> = 2P,wh ere λ^s_min> is the minimum eigen-value of the autocorrelation ma trix and P is a number of memorized patterns.Then the eigen-vector which has the minimum eigen-value becomes unstable so as to break down some memorized patterns.The unstable memorized patterns are carried to new stable states which are constructed by eigen- vectors with large eigen-values. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | associative memory / linear algebra / eigen-value / dynamics |
| Paper # | NC94-1 |
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| Conference Information | |
| Committee | NC |
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| Conference Date | 1994/5/19(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
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| Paper Information | |
| Registration To | Neurocomputing (NC) |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | An analysis of associative memory dynamics |
| Sub Title (in English) | |
| Keyword(1) | associative memory |
| Keyword(2) | linear algebra |
| Keyword(3) | eigen-value |
| Keyword(4) | dynamics |
| 1st Author's Name | Toshiki Kindo |
| 1st Author's Affiliation | Matsushita Research Institute,Tokyo() |
| Date | 1994/5/19 |
| Paper # | NC94-1 |
| Volume (vol) | vol.94 |
| Number (no) | 40 |
| Page | pp.pp.- |
| #Pages | 8 |
| Date of Issue | |