| Presentation | 2001/1/26 Multi-layered neural networks to simulate the multidimensional psychological space of representing facial expressions Daisuke TSUZUKI, Hiroshi YAMADA, |
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| PDF Download Page | PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | Over the years a number of psychological research on the perception and recognition of facial expressions of emotion have suggested that facial expressions might be represented in the multidimensional space. The present study attempted to simulate such a psychological process, i.e.the multidimensional placement of facial expressions, by the neural networks. We made three and five layered feed-forward neural networks learn the physical parameters of the schematic facial expressions of emotion. As a result, we obtained the similar spatial structure of representing those expressions in the networks as observed in the psychological studies. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Facial recognition processing / Facial space / Schematic face / Multi-layered neural network |
| Paper # | HCS2000-46 |
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| Conference Information | |
| Committee | HCS |
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| Conference Date | 2001/1/26(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
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| Paper Information | |
| Registration To | Human Communication Science (HCS) |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Multi-layered neural networks to simulate the multidimensional psychological space of representing facial expressions |
| Sub Title (in English) | |
| Keyword(1) | Facial recognition processing |
| Keyword(2) | Facial space |
| Keyword(3) | Schematic face |
| Keyword(4) | Multi-layered neural network |
| 1st Author's Name | Daisuke TSUZUKI |
| 1st Author's Affiliation | Graduate School of Literature and Social Sciences, Nihon University() |
| 2nd Author's Name | Hiroshi YAMADA |
| 2nd Author's Affiliation | Department of Psychology, College of Humanities and Sciences, Nihon University |
| Date | 2001/1/26 |
| Paper # | HCS2000-46 |
| Volume (vol) | vol.100 |
| Number (no) | 612 |
| Page | pp.pp.- |
| #Pages | 6 |
| Date of Issue | |