| Presentation | 1996/10/28 On a Solution for Blind Separation and its Stability in the Extended H-J Network Tatsuya Nomura, Masaki Eguchi, Hiroaki Niwamoto, Fumio Kokubo, Masayuki Miyamoto, |
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| PDF Download Page | PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | Blind Separation Problem means infering the inverse of the mixture matrix and extracting original signals using only observable signals into which original signals independent each other are linearly mixed. In order to cope with signals including delays not conventionally dealt with, we have proposed an extended model of the H-J network, one of the conventional methods for signals not including delays. In this paper, we verify the existence of solutions for blind separation in the coefficients and its stability of them in the learning of the coefficients in the extended H-J network. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Signal Processing / Blind Separation Problem / Learning |
| Paper # | NC96-42 |
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| Conference Information | |
| Committee | NC |
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| Conference Date | 1996/10/28(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) | On a Solution for Blind Separation and its Stability in the Extended H-J Network |
| Sub Title (in English) | |
| Keyword(1) | Signal Processing |
| Keyword(2) | Blind Separation Problem |
| Keyword(3) | Learning |
| 1st Author's Name | Tatsuya Nomura |
| 1st Author's Affiliation | ATR Human Information Processing Research Laboratories() |
| 2nd Author's Name | Masaki Eguchi |
| 2nd Author's Affiliation | Energy Conversion Laboratories, Sharp Corp. |
| 3rd Author's Name | Hiroaki Niwamoto |
| 3rd Author's Affiliation | Information Technology Research Laboratories, Sharp Corp. |
| 4th Author's Name | Fumio Kokubo |
| 4th Author's Affiliation | Energy Conversion Laboratories, Sharp Corp. |
| 5th Author's Name | Masayuki Miyamoto |
| 5th Author's Affiliation | Information Technology Research Laboratories, Sharp Corp. |
| Date | 1996/10/28 |
| Paper # | NC96-42 |
| Volume (vol) | vol.96 |
| Number (no) | 331 |
| Page | pp.pp.- |
| #Pages | 8 |
| Date of Issue | |