| Presentation | 2004/5/21 Mode-utilizing developmental learning based on coherent neural networks Akira HIROSE, Yasufumi ASANO, Toshihiko HAMANO, |
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| PDF Download Page | PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | We propose the mode-utilizing developmental learning with which a system learns similar or advanced tasks incrementally by using its cumulative skill with mode parameters. We construct such a system based on the coherent neural network theory by choosing the carrier frequency as the mode-selecting key. We assume two tasks to ride a bicycle. The first is to ride as long as the system can before it falls. The second is an advanced one, i.e., to ride as far as possible. The mode key is found adjusted self-organizingly in the developmental learning. It is demonstrated that the learning is performed efficiently to exhibit a successful ride for a long distance. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | brain-like computing / behavioral modulation / complex-valued neural networks / sensorimotor system |
| Paper # | NC2004-3 |
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| Conference Information | |
| Committee | NC |
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| Conference Date | 2004/5/21(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) | Mode-utilizing developmental learning based on coherent neural networks |
| Sub Title (in English) | |
| Keyword(1) | brain-like computing |
| Keyword(2) | behavioral modulation |
| Keyword(3) | complex-valued neural networks |
| Keyword(4) | sensorimotor system |
| 1st Author's Name | Akira HIROSE |
| 1st Author's Affiliation | Department of Electronic Engineering, The University of Tokyo() |
| 2nd Author's Name | Yasufumi ASANO |
| 2nd Author's Affiliation | Department of Electronic Engineering, The University of Tokyo |
| 3rd Author's Name | Toshihiko HAMANO |
| 3rd Author's Affiliation | Department of Frontier Informatics, The University of Tokyo |
| Date | 2004/5/21 |
| Paper # | NC2004-3 |
| Volume (vol) | vol.104 |
| Number (no) | 99 |
| Page | pp.pp.- |
| #Pages | 6 |
| Date of Issue | |