Rchr
J-GLOBAL ID:201301019560073929   Update date: Oct. 16, 2024

MURAI Hiroshi

ムライ ヒロシ | MURAI Hiroshi
Affiliation and department:
Job title: 准教授
Research field  (5): Intelligent informatics ,  Neuroscience - general ,  Intelligent informatics ,  Learning support systems ,  Educational technology
Research keywords  (10): Neuroscience ,  Deep Learning ,  Neural Network ,  Genetic Algorithm ,  Intelligent Informatics ,  Learning Support System ,  e-Learning ,  Remote Sensing ,  ウェルビーイング ,  Intellectual Property
Research theme for competitive and other funds  (13):
  • 2023 - 2027 Development of Method for Estimating Intensity Distribution of Radionuclides Using Deep Learning and Data Assimilation
  • 2023 - 2026 Memory formation process and encoding of experience in the hippocampal CA1
  • 2021 - 2024 メンタルケアにおけるキーワードに基づいた相談内容のタイプ分類および個別相談の支援
  • 2020 - 2023 Mechanisms of experience-rependent memory formation in the hippocampus
  • 2019 - 2022 Learning-promoted synaptic diversity and a possible encording rule of CA1 pyramidal neurons
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Papers (58):
  • Yuta Ishihara, Yuto Tomohara, Ken'ichi Fujimoto, Hiroshi Murai, Junko Ishikawa, Dai Mitsushima. Method to Find Key Shapelets from Ripples in Hippocampus of Rats. IEEJ Transactions on Electrical and Electronic Engineering. 2024
  • Yuta Ishihara, Ken’ichi Fujimoto, Hiroshi Murai, Junko Ishikawa, Dai Mitsushima. Classification of Hippocampal Ripples: Convolutional Neural Network Learns Episode-Specific Changes. Computational Neuroscience and Neuroinformatics. 2024. 14. 2
  • Y. Ishihara, Y. Tomohara, K. Fujimoto, H. Murai, J. Ishikawa, D. Mitsushima. Method for Extracting Specific Shapelets from Ripple Firing with Episodic Experience. Proc. of 2024 RISP International Workshop on Nonlinear Circuits, Communications and Signal Processing (NCSP'23). 2024. 95-98
  • Yuta Ishihara, Yuto Tomohara, Ken’ichi Fujimoto, Hiroshi Murai, Junko Ishikawa, Dai Mitsushima. Extraction of Episode-Specific Ripple Firings Patterns Using Grad-CAM. Proc. of The 8th International Conferene on Electronics and Software Science. 2023. 21-22
  • Yuta Ishihara, Ken’ichi Fujimoto, Hiroshi Murai, Junko Ishikawa, and Dai Mitsushima. Classification of Ripple Waves into Experienced Episodes Using CNN. Proc. of 2023 RISP International Workshop on Nonlinear Circuits, Communications and Signal Processing (NCSP'23). 2023. 90-93
more...
MISC (30):
Books (13):
  • 漫画で学ぶ知的財産管理技能検定3級最短マスター(第3版)
    三和書籍 2020
  • 漫画で学ぶ知的財産管理技能検定3級最短マスター(第2版第2刷)
    2017
  • Artificial Intelligence Science and Technology
    World Scientific Publishing 2017 ISBN:9789813206816
  • 漫画で学ぶ知的財産管理技能検定3級最短マスター(第2版)
    三和書籍 2015
  • 平成25年度版弁理士試験対策知的財産四法要点整理集
    マスターリンク 2013
more...
Lectures and oral presentations  (63):
  • Analysis of hippocampal ripple firings using convolutional neural network: AI learns training-dependent and experience-specific changes in the diversity
  • AI時代の教育とコミュニケーション
    (学術・教育コンテンツ共有流通部会(AXIES-CSD)研究会 2023)
  • 経験エピソードに関連したリップル波群の類似度解析
    (令和5年度電気・電子・情報関係学会四国支部連合大会 2023)
  • k-Shapeを用いたShapelets抽出法の提案
    (令和5年度電気・電子・情報関係学会四国支部連合大会 2023)
  • 生成系AIによる 授業資料作成支援
    (香川大学セミナー 2023)
more...
Education (3):
  • 1993 - 1995 The University of Tokushima Graduate School, Division of Engineering
  • 1991 - 1993 The University of Tokushima Graduate School, Division of Engineering
  • 1987 - 1991 The University of Tokushima Faculty of Engineering
Professional career (1):
  • 博士(工学) (徳島大学)
Work history (10):
  • 2017/04 - 現在 Yamaguchi University Faculty of Global and Science Studies Professor Associate
  • 2018/04 - 2020/03 Yamaguchi University Graduate School of the Humanities Supervision and Instruction
  • 2018/04 - 2020/03 Yamaguchi University Graduate School of Sciences and Technology for Innovation Supervision and Instruction
  • 2017/10 - 2020/03 Yamaguchi University Graduate School of Medicine Supervision and Instruction
  • 2014/04 - 2017/03 Kagawa University Graduate School of Education Professor
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Awards (4):
  • 2020/01 - 日本知的財産技能士会 奨励賞
  • 2016/01 - International Association of Engineering and Technology Researchers Session Best Paper (2016 Bangkok International Conference on "Innovative Research in Engineering and Technology")
  • 2008/06 - 四国総合通信局 四国総合通信局長賞
  • 2001/10 - 徳島ニュービジネス協議会 エコマテリアル賞
Association Membership(s) (4):
JAPANESE SOCIETY FOR INFORMATION AND SYSTEMS IN EDUCATION ,  INFORMATION PROCESSING SOCIETY OF JAPAN ,  IEEE ,  電子情報通信学会
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