| Presentation | 2007-03-05 FPGA Implementation of On-line ICA Algorithms Song-Ju KIM, Ken UMENO, Ryo TAKAHASHI, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | We evaluate a performance of the EASI (Equivariant Adaptive Separation via Independence) algorithm, which is a basic algorithm among various on-line ICA (Independent Component Analysis) algorithms, using the original source signals generated by Chebyshev map. We confirmed that the EASI algorithm can recover a hundred of chaotic signals successfully. We found that the EASI algorithm in fixed-point (16-bit) arithmetic can also recover the chaotic signals successfully as well as the algorithm in floating-point arithmetic. We report the FPGA (Field Programmable Gate Arrays) implementation results of this algorithm. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Independent Component Analysis / BSS / EASI / MLE / FPGA / Chaos |
| Paper # | CAS2006-84,SIP2006-185,CS2006-101 |
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| Conference Information | |
| Committee | CS |
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| Conference Date | 2007/2/26(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
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| Paper Information | |
| Registration To | Communication Systems (CS) |
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| Language | ENG |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | FPGA Implementation of On-line ICA Algorithms |
| Sub Title (in English) | |
| Keyword(1) | Independent Component Analysis |
| Keyword(2) | BSS |
| Keyword(3) | EASI |
| Keyword(4) | MLE |
| Keyword(5) | FPGA |
| Keyword(6) | Chaos |
| 1st Author's Name | Song-Ju KIM |
| 1st Author's Affiliation | National Institute of Information and Communications Technology() |
| 2nd Author's Name | Ken UMENO |
| 2nd Author's Affiliation | National Institute of Information and Communications Technology |
| 3rd Author's Name | Ryo TAKAHASHI |
| 3rd Author's Affiliation | National Institute of Information and Communications Technology |
| Date | 2007-03-05 |
| Paper # | CAS2006-84,SIP2006-185,CS2006-101 |
| Volume (vol) | vol.106 |
| Number (no) | 571 |
| Page | pp.pp.- |
| #Pages | 6 |
| Date of Issue | |