Presentation | 2010-01-19 Effective common input for pattern transition in a pulse associative memory model Keiko ISHIMARU, Masaki KAWAMURA, |
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Abstract(in English) | We show common input can induce pattern transitions in a pulse associative memory model. The common input is one of external correlated inputs. In associative memory models with binary neurons, the common input can induce pattern transitions in associative memory models with binary neurons. It is effective for state transitions to induce the common input. We confirm this effectiveness for more complicated neuron model. In a pulse associative memory model, state transitions can be observed due to its chaotic dynamics. We consider this transitions arise from correlation of the chaos. Therefore, we introduce the common input to the pulse associative memory model, and show the transitions are induced by it. |
Keyword(in Japanese) | (See Japanese page) |
Keyword(in English) | common input / pattern transition / pulse associative memory model |
Paper # | NC2009-82 |
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Committee | NC |
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Conference Date | 2010/1/11(1days) |
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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) | Effective common input for pattern transition in a pulse associative memory model |
Sub Title (in English) | |
Keyword(1) | common input |
Keyword(2) | pattern transition |
Keyword(3) | pulse associative memory model |
1st Author's Name | Keiko ISHIMARU |
1st Author's Affiliation | Graduate School of Science and Engineering, Yamaguchi University() |
2nd Author's Name | Masaki KAWAMURA |
2nd Author's Affiliation | Graduate School of Science and Engineering, Yamaguchi University |
Date | 2010-01-19 |
Paper # | NC2009-82 |
Volume (vol) | vol.109 |
Number (no) | 363 |
Page | pp.pp.- |
#Pages | 6 |
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