TEZUKA Taro

Affiliation
Institute of Systems and Information Engineering
Official title
Professor
Research fields
Intelligent informatics
Research keywords
signal processing, machine learning
Research projects
Real-time motif detection from Calcium imaging2024-04 -- 2027-03TEZUKA TaroJapan Society for the Promotion of Science/Grant-in-Aid for Scientific Research (C)4,680,000Yen
Decoding of motor signals using non-linear generalization of sparse coding and dictionary learning2019-12 -- 2023-03TEZUKA TaroJapan Society for the Promotion of Science/Fund for the Promotion of Joint International Research (Fostering Joint International Research (A))15,470,000Yen
Extension of dictionary learning by kernel methods and its application to feature extraction from images2016-04 -- 2021-03TEZUKA TaroJapan Society for the Promotion of Science/Grant-in-Aid for Scientific Research (C)4,550,000Yen
Object Identification System using Web Image Collection and Machine Learning2009 -- 2013-03TEZUKA TaroJapan Society for the Promotion of Science/Grant-in-Aid for Young Scientists (B)2,860,000Yen
Construction of a large scale image feature database using sparse coding2013-04 -- 2016-03TEZUKA TaroJapan Society for the Promotion of Science/Grant-in-Aid for Young Scientists (B)4,160,000Yen
Degree
2005-03博士（情報学）京都大学
Academic societies
2011-10 -- (current)Association for Computing Machinery
2007-07 -- (current)The Institute of Electronics, Information and Communication Engineers
2002-05 -- (current)The Database Society of Japan
2001-07 -- (current)Information Processing Society of Japan
-- (current)ACM
-- (current)電子情報通信学会
-- (current)情報処理学会
Honors & Awards
2012-03-05日本データベース学会上林奨励賞
Articles
Books
  • レム睡眠中の脳の再生能力が記憶を定着させる – 睡眠中の記憶固定化のメカニズムにせまる
    坂口 昌徳
    academistJournal, 2020-08
  • しくみがわかるベイズ統計と機械学習
    手塚 太郎
    朝倉書店, 2019-11
  • しくみがわかる深層学習
    手塚 太郎
    朝倉書店, 2018-06
  • Web and Wireless Geographical Information Systems - Lecture Notes in Computer Science 7236
    Sergio Di Martino; Adriano Peron; Taro Tezuka
    Springer-Verlag, 2012-04
  • 情報推薦システム入門 理論と実践
    Dietmar Jannach; Markus Zanker; Alexander Felfernig; Gerh...
    共立出版, 2012-06
Conference, etc.
  • Multi-task Learning on Tabular Health Checkup Data for Prediction of Lifestyle-Related Diseases
    Yuki OBA.; SANUKI Masaru; WAGATSUMA Yukiko; TEZUKA Taro
    International Conference on Artificial Intelligence in Medicine/2025-06-24--2025-06-27
  • Manipulation of fear memory during sleep by targeted memory reactivation
    Kawakami Chinatsu; KOYANAGI Iyo; Tamai Hayato; Naoi T...
    The 48th Annual Meeting of the Japan Neuroscience Society/2025-07-24--2025-07-27
  • Fully automatic sleep stage-specific intervention using single EEG in mice
    Koyanagi Iyo; Tezuka Taro; Yu Jiahui; Srinivasan Sakt...
    SfN2022/2022-11
  • Transient recruitment of adult-born neurons for fear memory consolidation in REM sleep
    Srinivasan Sakthivel; Koyanagi Iyo; Vergara Pablo; Wan...
    The 11th Annual WPI-IIIS Symposium/2023-02-22--2023-02-22
  • Memory consolidation during sleep through the interaction of theta oscillation and adult-born neurons in the hippocampus.
    小柳 伊代; 汪 禹腾; Srinivasan Sakthivel; 于 佳卉; 直井 紀枝; 大庭 ...
    The 46th annual meeting of the Japan Neuroscience Society/2023-08-01--2023-08-04
  • Reactivation of hippocampal adult-born neurons representing fear memory in REM sleep for memory consolidation
    Koyanagi Iyo; Srinivasan Sakthivel; Vergara Pablo; Wan...
    Eurogenesis 2024/2024-06-12--2024-06-14
  • Synchronized adult-born neuron activities during REM sleep are necessary for memory consolidation.
    Koyanagi Iyo; Srinivasan Sakthivel; Vergara Pablo; Wan...
    The 17th Annual Meeting of Chinese Neuroscience Society/2024-09-26--2024-09-29
  • Reactivation of hippocampal adult-born neurons representing fear memory in REM sleep for memory consolidation
    Sakaguchi Masanori; Srinivasan Sakthivel; Koyanagi Iyo...
    Neuroscience 2024 (Society for Neuroscience)/2024-10-05--2024-10-09
  • Reactivation of Adult-Born Neurons During REM Sleep: A Critical Mechanism for Associative Fear Memory Consolidation
    Iyo KOYANAGI; Sakthivel Srinivasan; Pablo Vergara; Yut...
    The 13th Annual WPI-IIIS Symposium/2024-11-25--2024-11-25
  • Fear memory update by sound stimulation during sleep
    Kawakami Chinatsu; Koyanagi Iyo; Naoi Toshie; Tezuka ...
    IIIS Symposium/2024-11-25
  • Fear memory consolidation by reactivation of newborn neurons and synchronization of theta waves during sleep.
    Koyanagi Iyo; Srinivasan Sakthivel; Vergara Pablo; Wan...
    The 21st Adult Neurogenesis Conference/2024-11-30
  • 行列の特性情報と多チャンネル化した行列画像を活用した反復法の収束判定
    大場勇貴; 手塚 太郎; 長谷川秀彦
    日本応用数理学会「行列・固有値問題の解法とその応用」研究部会 第37回研究会 (MEPA2024)/2024-08-07--2024-08-09
  • Prior knowledge on the dynamics of skill acquisition improves deep knowledge tracing
    Tezuka Taro
    29th International Conference on Computers in Education (ICCE2021)/2021-11-22--2021-11-26
  • A medical Q&A system with entity linking and intent recognition
    Guan Fengming; Tezuka Taro
    2022 IEEE Symposium Series on Computational Intelligence (SSCI)/2022-12-04--2022-12-07
  • Interpretations of Predictive Models for Lifestyle-related Diseases at Multiple Time Intervals
    Oba Yuki; Tezuka Taro; Sanuki Masaru; Wagatsuma Yukiko
    European Conference ECML PKDD 2022/2022-09-19--2022-09-23
  • Information preserving dimensionality reduction for mutual information analysis of deep learning
    手塚 太郎
    The 32nd Data Compression Conference (DCC2022)/2022-03-22--2022-03-24
  • Interpretable Prediction of Diabetes from Tabular Health Screening Records Using an Attentional Neural Network
    Yuki Oba; Taro Teduka; Sanuki Masaru; Yukiko Wagatsuma
    2021 IEEE 8th International Conference on Data Science and Advanced Analytics (DSAA)/2021-10-06--2021-10-09
  • Analysis of Health Screening Records Using Interpretations of Predictive Models
    Yuki Oba; Taro Teduka; Sanuki Masaru; Yukiko Wagatsuma
    19th International Conference on Artificial Intelligence in Medicine, AIME 2021,/2021-06-15--2021-06-18
  • Slide retrieval technique using features of figures
    Tanaka Seitaro; Tezuka Taro; Aoyama Atsushi; Kimura Fumi...
    International MultiConference of Engineers and Computer Scientists 2013/2013-03-16--2013-03-18
  • Transformed Reality - altering human perceptions by computation
    Kubota Yoshie; Tezuka Taro
    International Conference on Culture and Computing 2013/2013-09-16--2013-09-18
  • Evolutionary neural architecture search by mutual information analysis
    滑川静海; 手塚 太郎
    2019 IEEE/SICE International Symposium on System Integration/2021-06-28--2021-07-01
  • Automatic trimap generation by a multimodal neural network
    谷口正樹; 手塚 太郎
    2021 IEEE International Conference on Image Processing (ICIP2021)/2021-09-19--2021-09-22
  • Accuracy-aware deep knowledge tracing with knowledge state vectors and an encoder-decoder architecture
    Pan Qiushi; Tezuka Taro
    The 28th International Conference on Computers in Education (ICCE2020)/2020-11-23--2020-11-27
  • 意味構造に着目したシーングラフ生成手法の提案
    嵐一樹; 手塚 太郎
    第12回データ工学と情報マネジメントに関するフォーラム/2020-03-02--2020-03-04
  • Fashion dressing match and recommendation by a graph neural network
    Guan Fengming; 手塚 太郎
    第12回データ工学と情報マネジメントに関するフォーラム （第18回日本データベース学会年次大会）/2020-03-02--2020-03-04
  • more...
Intellectural property rights
  • 判定装置、光照射装置、及びプログラム
    手塚 太郎; 坂口昌徳
  • 小型撮像装置
    手塚 太郎; 細川拓馬; 坂口昌徳
Teaching
2025-10 -- 2026-02Basic StatisticsUniversity of Tsukuba.
2025-10 -- 2026-02Research Paper Writing Workshop in Intelligent and Mechanical Interaction SystemsUniversity of Tsukuba.
2025-04 -- 2025-08Research Paper Writing Workshop in Intelligent and Mechanical Interaction SystemsUniversity of Tsukuba.
2025-10 -- 2026-02Research in Intelligent Interaction Technologies VUniversity of Tsukuba.
2025-04 -- 2025-08Research in Intelligent Interaction Technologies VUniversity of Tsukuba.
2025-10 -- 2026-02Research in Intelligent Interaction Technologies IVUniversity of Tsukuba.
2025-04 -- 2025-08Research in Intelligent Interaction Technologies IVUniversity of Tsukuba.
2025-10 -- 2026-02Research in Intelligent Interaction Technologies IIIUniversity of Tsukuba.
2025-04 -- 2025-08Research in Intelligent Interaction Technologies IIIUniversity of Tsukuba.
2025-10 -- 2026-02Research in Intelligent and Mechanical Interaction Systems IIUniversity of Tsukuba.
more...
Talks
  • 深層学習の基礎と画像認識・画像処理への応用
    手塚 太郎
    日本テクノセンター セミナー/2020-02-19--2020-02-19
  • 神経スパイク系列における距離と正定値カーネル
    手塚 太郎
    生体・生命工学研究会/2019-12-09--2019-12-09

(Last updated: 2025-05-11)