Morita Takashi

モリタタカシ | Morita Takashi

Affiliation and department：
Job title： Designated Senior Assistant Professor

Research field (4)： Intelligent informatics , Statistical science , Linguistics , Cognitive sciences

Research keywords (6)： machine learning , data science , Linguistics , Ethology , Computational Linguistics , Computational Cognitive Science

Research theme for competitive and other funds (13)：

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Papers (21)：

Morita, Takashi. Positional Encoding Helps Recurrent Neural Networks Handle a Large Vocabulary. 2024
Pongpisit Thanasutives, Takashi Morita, Masayuki Numao, Ken-Ichi Fukui. Adaptive Uncertainty-Penalized Model Selection for Data-Driven PDE Discovery. IEEE Access. 2024. 12. 13165-13182
Yue Chen, Takashi Morita, Tsukasa Kimura, Takafumi Kato, Masayuki Numao, Ken-ichi Fukui. Gated Variable Selection Neural Network for Multimodal Sleep Quality Assessment. Artificial Neural Networks and Machine Learning - ICANN 2023. 2023. 288-299
Nat Pavasant, Takashi Morita, Masayuki Numao, Ken-ichi Fukui. Granger causality-based cluster sequence mining for spatio-temporal causal relation mining. International Journal of Data Science and Analytics. 2023. 17. 275-288
Pongpisit Thanasutives, Takashi Morita, Masayuki Numao, Ken-ichi Fukui. Noise-aware physics-informed machine learning for robust PDE discovery. Machine Learning: Science and Technology. 2023. 4. 1. 015009-15009

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MISC (5)：

森田尭. CT画像と深層学習を用いた骨格標本上の形態学的変異の可視化と発見. サイバーメディアHPCジャーナル. 2022. 12. 33-36
桂田紗希, 森田尭, 木村司, 福井健一, 沼尾正行. 印象派の絵画推薦に向けた特徴量の選定. 人工知能学会全国大会論文集. 2022. 36. 1-3
森田尭. 動物音声認識のための教師なし機械学習. 生産と技術. 2022. 74. 3. 45-47
Takashi Morita. Machine learning for cognitive and behavioral science. 2022. 1439-1440
KODA Hiroki, MORITA Takashi, KOBAYASHI Toshio, MIYAGAWA Shigeru. Is the gibbon "song" really the animal song?. Primate Research Supplement. 2016. 32. 44-44

Lectures and oral presentations (17)：

動物行動分析のための教師なし機械学習
(東京工業大学-基礎生物学研究所-生理学研究所-中部大学合同マッチングワークショップ「生命と情報の新たなる融和:超階層生物学とAI・数理」 2024)
動物音声研究のための機械学習
(第57回関西合同音声ゼミ 2023)
CT画像と深層学習を用いた骨格標本上の形態学的変異の可視化と発見
(第15回JHPCNシンポジウム 2023)
On the Relation Between Context Dependency and Vocabulary in Human Language and Birdsong
(Joint Conference on Language Evolution (JCoLE) 2022)
CT画像と深層学習を用いた骨格標本上の形態学的変異の可視化と発見
(第14回JHPCNシンポジウム 2022)

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Education (1)：

2013 - 2018 Massachusetts Institute of Technology Department of Linguistics & Philosophy

Professional career (1)：

Work history (6)：

2024/04 - 現在 Chubu University Center for Mathematical Science and Artificial Intelligence Designated Senior Assistant Professor
2024/02 - 現在 Osaka University SANKEN
2024/01 - 現在 Chubu University Academy of Emerging Sciences Designated Senior Assistant Professor
2021/01 - 2023/12 Osaka University Graduate School of Information Science and Technology Department of Information and Physical Sciences Assistant Professor
2021/01 - 2023/12 Osaka University The Institute of Scientific and Industrial Research Assistant Professor

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Awards (1)：

2020/09 - International Speech Communication Association & INTERSPEECH 2020 INTERSPEECH 2020 Travel Grant Award Exploring TTS without T Using Biologically/Psychologically Motivated Neural Network Modules (ZeroSpeech 2020)

Association Membership(s) (1)：

International Speech Communication Association

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