Morita Takashi

モリタタカシ | Morita Takashi

Affiliation and department：
Job title： Designated Senior Assistant Professor

Research field (5)： Animals: biochemistry, physiology, behavioral science , 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 (14)：

2024 - 2028 大型動物と森林空洞化の実態解明と将来予測
2024 - 2027 音声離散表現の超圧縮による教師なし音声言語学習の言語学的妥当性向上
2024 - 2025 NA
2022 - 2025 霊長類発声学習を維持する同期・同調・伝染メカニズムの特定に関する認知生物学的研究
2024 - 2025 サーモグラフィカメラと機械学習を活用したテナガザルの運動・音声同期性検証

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Papers (23)：

Yuji Kawai, Takashi Morita, Jihoon Park, Minoru Asada. Oscillation-Driven Reservoir Computing for Long-Term Replication of Chaotic Time Series. Artificial Neural Networks and Machine Learning -- ICANN 2024. 2024. 129-141
Yuji Kawai, Takashi Morita, Jihoon Park, Minoru Asada. Oscillations enhance time-series prediction in reservoir computing with feedback. 2024
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. 2024. 17. 275-288
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

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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 (19)：

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16回JHPCNシンポジウム 2024)
「正解」を教えてくれない動物と教師なし機械学習
(AIが切り開く進化生物学の未来(第3回) 2024)
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)

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Education (1)：

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

Professional career (1)：

Ph.D in Linguistics (Massachusetts Institute of Technology)

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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Committee career (2)：

2024/04 - 現在中部大学AI数理データサイエンスセンター運営委員
2024/01 - 現在中部大学創発学術院運営委員

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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