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Ensemble Learning of Multiple Readouts for Reservoir Computing
http://hdl.handle.net/10228/0002000241
http://hdl.handle.net/10228/0002000241dbb61311-0046-47df-8395-c5d718cfef49
名前 / ファイル | ライセンス | アクション |
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C3L-11.pdf (979 KB)
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Item type | 学術雑誌論文 = Journal Article(1) | |||||||||||||
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公開日 | 2023-11-09 | |||||||||||||
資源タイプ | ||||||||||||||
資源タイプ識別子 | http://purl.org/coar/resource_type/c_6501 | |||||||||||||
資源タイプ | journal article | |||||||||||||
タイトル | ||||||||||||||
言語 | en | |||||||||||||
タイトル | Ensemble Learning of Multiple Readouts for Reservoir Computing | |||||||||||||
言語 | ||||||||||||||
言語 | eng | |||||||||||||
著者 |
田中, 悠一朗
× 田中, 悠一朗
WEKO
30537
× 田向, 権
WEKO
6059
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抄録 | ||||||||||||||
内容記述タイプ | Abstract | |||||||||||||
内容記述 | This study proposes a reservoir computing model with multiple readouts and an associated training method to enhance the training capability of reservoir computing. This study conducts a speaker classification task and a word classification task using an audio dataset consisting of digits pronounced by six persons. The experimental results reveal that the proposed model with multiple readouts outperforms a conventional model with a single readout. | |||||||||||||
言語 | en | |||||||||||||
備考 | ||||||||||||||
内容記述タイプ | Other | |||||||||||||
内容記述 | 2023 International Symposium on Nonlinear Theory and Its Applications, NOLTA2023, September 26-29, 2023, Catania and Online | |||||||||||||
言語 | en | |||||||||||||
書誌情報 |
en : IEICE Proceeding Series p. 509-512, 発行日 2023-09-21 |
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出版社 | ||||||||||||||
言語 | ja | |||||||||||||
出版者 | 電子情報通信学会 | |||||||||||||
DOI | ||||||||||||||
関連タイプ | isIdenticalTo | |||||||||||||
識別子タイプ | DOI | |||||||||||||
関連識別子 | https://doi.org/10.34385/proc.76.c3l-11 | |||||||||||||
CRID | ||||||||||||||
関連タイプ | isIdenticalTo | |||||||||||||
識別子タイプ | URI | |||||||||||||
関連識別子 | https://cir.nii.ac.jp/crid/1390860797238092800 | |||||||||||||
ISSN | ||||||||||||||
収録物識別子タイプ | EISSN | |||||||||||||
収録物識別子 | 2188-5079 | |||||||||||||
著作権関連情報 | ||||||||||||||
権利情報 | This work is licensed under a Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International. | |||||||||||||
出版タイプ | ||||||||||||||
出版タイプ | VoR | |||||||||||||
出版タイプResource | http://purl.org/coar/version/c_970fb48d4fbd8a85 | |||||||||||||
査読の有無 | ||||||||||||||
値 | yes | |||||||||||||
研究者情報 | ||||||||||||||
https://hyokadb02.jimu.kyutech.ac.jp/html/100001426_ja.html |