| Presentation | 2004/11/19 A Face recognition model based on the knowledge of hippocampal circuitry Hiroshi KAGE, Manabu HASHIMOTO, Ken-ichi TANAKA, Kazuo KYUMA, |
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| PDF Download Page | PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | This paper describes a biologically-motivated face recognition model, based on neurophysiological findings related to hippocampal circuitry. Hippocampus, a part of mammal limbic system, is supposed to play a key role in some learning processes. Nakazawa's experiment shows that hippocampal CA3 neurons might be involved in some perceptual tasks such as pattern completion. It has been reported that many hippocampal neurons have activity-dependent synaptic plasticity, and that hippocampal CA3 neurons have recurrent connections. From the computational point of view, such connections can contribute to realize the property of pattern completion. We argue that such neuroscientific framework can apply to realize a very robust associative memory dealing with face images including occlusion, noise, or some partial distortion. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | hippocampal circuitry / associative memory / face recognition / pattern completion |
| Paper # | NLP2004-71,NC2004-87 |
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| Conference Information | |
| Committee | NLP |
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| Conference Date | 2004/11/19(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
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| Paper Information | |
| Registration To | 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) | A Face recognition model based on the knowledge of hippocampal circuitry |
| Sub Title (in English) | |
| Keyword(1) | hippocampal circuitry |
| Keyword(2) | associative memory |
| Keyword(3) | face recognition |
| Keyword(4) | pattern completion |
| 1st Author's Name | Hiroshi KAGE |
| 1st Author's Affiliation | Advanced Technology R&D Center, Mitsubishi Electric Corporation() |
| 2nd Author's Name | Manabu HASHIMOTO |
| 2nd Author's Affiliation | Advanced Technology R&D Center, Mitsubishi Electric Corporation |
| 3rd Author's Name | Ken-ichi TANAKA |
| 3rd Author's Affiliation | Advanced Technology R&D Center, Mitsubishi Electric Corporation |
| 4th Author's Name | Kazuo KYUMA |
| 4th Author's Affiliation | Advanced Technology R&D Center, Mitsubishi Electric Corporation |
| Date | 2004/11/19 |
| Paper # | NLP2004-71,NC2004-87 |
| Volume (vol) | vol.104 |
| Number (no) | 471 |
| Page | pp.pp.- |
| #Pages | 4 |
| Date of Issue | |