| Presentation | 2018-09-21 Deep Learning and Related Technology Ken-ichi Maeda, |
|---|---|
| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | Deep Learning is recognised as the state-of-the-art AI technology, but it has several known problems. We discuss several related technologies for solving the peoblems. Subspace Method and Hebbian Learning are the topic technologies. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Deep Learning / Subspace Method / Hebbian Learning / Multi-Layer Network / Linsker Network |
| Paper # | PRMU2018-49,IBISML2018-26 |
| Date of Issue | 2018-09-13 (PRMU, IBISML) |
| Conference Information | |
| Committee | PRMU / IBISML / IPSJ-CVIM |
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| Conference Date | 2018/9/20(2days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
| Chair | Shinichi Sato(NII) / Hisashi Kashima(Kyoto Univ.) |
| Vice Chair | Yoshihisa Ijiri(Omron) / Toru Tamaki(Hiroshima Univ.) / Masashi Sugiyama(Univ. of Tokyo) / Koji Tsuda(Univ. of Tokyo) |
| Secretary | Yoshihisa Ijiri(NEC) / Toru Tamaki(Osaka Univ.) / Masashi Sugiyama(Nagoya Inst. of Tech.) / Koji Tsuda(AIST) |
| Assistant | Go Irie(NTT) / Yoshitaka Ushiku(Univ. of Tokyo) / Tomoharu Iwata(NTT) / Shigeyuki Oba(Kyoto Univ.) |
| Paper Information | |
| Registration To | Technical Committee on Pattern Recognition and Media Understanding / Technical Committee on Infomation-Based Induction Sciences and Machine Learning / Special Interest Group on Computer Vision and Image Media |
|---|---|
| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Deep Learning and Related Technology |
| Sub Title (in English) | Subspace Method and Hebbian Learning Revisited |
| Keyword(1) | Deep Learning |
| Keyword(2) | Subspace Method |
| Keyword(3) | Hebbian Learning |
| Keyword(4) | Multi-Layer Network |
| Keyword(5) | Linsker Network |
| 1st Author's Name | Ken-ichi Maeda |
| 1st Author's Affiliation | *(*) |
| Date | 2018-09-21 |
| Paper # | PRMU2018-49,IBISML2018-26 |
| Volume (vol) | vol.118 |
| Number (no) | PRMU-219,IBISML-220 |
| Page | pp.pp.89-96(PRMU), pp.89-96(IBISML), |
| #Pages | 8 |
| Date of Issue | 2018-09-13 (PRMU, IBISML) |