| Presentation | 2009-05-25 Localized Oscillatory Excitation on Nerve Fields for Self-Organizing Neural Models Ryota MIYATA, Akira DATE, Koji KURATA, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | As a solution to the binding problem, there is a hypothesis that the binding of information is represented by phase-locking among oscillatory recognition cells. We conducted a basic study to implement this hypothesis into a neural model of separated extraction of information by two self-organizing neural fields. We showed that a neural oscillator field with two Mexican-hat connection patterns keeps two or more than two localized oscillatory excitations stably around local maximums of external inputs, and also realizes in-phase phase-locking within a localized oscillatory excitation, but anti-phase phase-locking between different localized oscillatory excitations. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | localized oscillatory excitation / localized excitation / localized oscillation / phase-locking / binding problem / separated extraction of information / self-organizing map |
| Paper # | NC2009-3 |
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| Conference Information | |
| Committee | NC |
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| Conference Date | 2009/5/18(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) | Localized Oscillatory Excitation on Nerve Fields for Self-Organizing Neural Models |
| Sub Title (in English) | |
| Keyword(1) | localized oscillatory excitation |
| Keyword(2) | localized excitation |
| Keyword(3) | localized oscillation |
| Keyword(4) | phase-locking |
| Keyword(5) | binding problem |
| Keyword(6) | separated extraction of information |
| Keyword(7) | self-organizing map |
| 1st Author's Name | Ryota MIYATA |
| 1st Author's Affiliation | Graduate school of Engineering and Science, University of the Ryukyus() |
| 2nd Author's Name | Akira DATE |
| 2nd Author's Affiliation | Faculty of Engineering, University of Miyazaki |
| 3rd Author's Name | Koji KURATA |
| 3rd Author's Affiliation | Faculty of Engineering, University of Ryukyus |
| Date | 2009-05-25 |
| Paper # | NC2009-3 |
| Volume (vol) | vol.109 |
| Number (no) | 53 |
| Page | pp.pp.- |
| #Pages | 6 |
| Date of Issue | |