YAMAZAKI Tadashi
Department of Computer and Network Engineering | Associate Professor |
Cluster I (Informatics and Computer Engineering) | Associate Professor |
Center for Neuroscience and Biomedical Engineering | Associate Professor |
Artificial Intelligence eXploration Research Center | Associate Professor |
Researcher Information
Research Keyword
Field Of Study
Member History
- Sep. 2023 - Present
全国大会実行委員, 日本神経回路学会, Society - Jan. 2020 - Mar. 2024
一般社団法人 日本神経回路学会 理事, Society - May 2020 - Dec. 2023
「革新脳」プロジェクト データベース有識者委員会 - Jul. 2023 - Jul. 2023
OIST External Review Committee, 沖縄科学技術大学院大学 - Apr. 2023 - May 2023
スーパーコンピュータ「富岳」利用研究課題審査委員会, 高度情報科学技術研究機構 - Nov. 2022 - Feb. 2023
科学研究費助成事業における評価(審査)学術変革領域研究(A)専門委員会, 日本学術振興会 - Aug. 2016 - Jun. 2020
総務省「次世代人工知能技術の研究開発」評価検討委員会 - Nov. 2019 - Feb. 2020
External expert evaluator for Calls for Expression of Interest, the Human Brain Project - Jan. 2020
日本神経回路学会 理事, Society - 2020
External experts for EBRAINS Infrastructure Allocation Committee, the Human Brain Project - 2020
日本神経科学学会 情報基盤整備委員会 - 25 Dec. 2015 - Jul. 2016
総務省情報通信審議会 AI・脳研究WG, Government - 2015
電子情報通信学会 ニューロコンピューティング研究専門委員会, 電子情報通信学会 ニューロコンピューティング研究専門委員会, Society
Research Activity Information
Award
- Sep. 2023
日本神経回路学会
日本神経回路学会奨励賞, 栗山 凜;吉村 英幸;山﨑 匡 - Aug. 2014
Japanese Neural Network Society Best Paper Award
Official journal - Sep. 2009
Japanese Neural Network Society
Excellent Paper Award, 20th Anniversary paper of Japanese Neural Network Society - Sep. 2006
Japanese Neural Network Society
Young Scientist Award, Japanese Neural Network Society
Paper
- Embodied bidirectional simulation of a spiking cortico-basal ganglia-cerebellar-thalamic brain model and a mouse musculoskeletal body model distributed across computers including the supercomputer Fugaku
Yusuke Kuniyoshi; Rin Kuriyama; Shu Omura; Carlos Enrique Gutierrez; Zhe Sun; Benedikt Feldotto; Ugo Albanese; Alois C. Knoll; Taiki Yamada; Tomoya Hirayama; Fabrice O. Morin; Jun Igarashi; Kenji Doya; Tadashi Yamazaki
Corresponding, Frontiers in Neurorobotics, Frontiers Media SA, 17, 05 Oct. 2023, Peer-reviwed
Scientific journal - Testing an explicit method for multi-compartment neuron model simulation on a GPU
Taira Kobayashi; Rin Kuriyama; Tadashi Yamazaki
Cognitive Computation, Springer, 15, 1118-1131, 2023, Peer-reviwed
Scientific journal, English - Deploying and Optimizing Embodied Simulations of Large Scale Spiking Neural Networks on HPC Infrastructure
Benedikt Feldotto; Jochen Martin Eppler; Cristian Jimenez-Romero; Christopher Bignamini; Carlos Enrique Gutierrez; Ugo Albanese; Eloy Retamino; Viktor Vorobev; Vahid Zolfaghari; Alex Upton; Zhe Sun; Hiroshi Yamaura; Morteza Heidarinejad; Wouter Klijn; Abigail Morrison; Felipe Cruz; Colin McMurtrie; Alois C. Knoll; Jun Igarashi; Tadashi Yamazaki; Kenji Doya; Fabrice O. Morin
Frontiers in Neuroinformatics, 16, 884180-884180, May 2022, Peer-reviwed
Scientific journal, English - Human-scale Brain Simulation via Supercomputer: A Case Study on the Cerebellum
Tadashi Yamazaki; Jun Igarashi; Hiroshi Yamaura
Neuroscience, Elsevier, 462, 235-246, 20 Jan. 2021, Peer-reviwed
Scientific journal, English - Real-Time Simulation of a Cerebellar Scaffold Model on Graphics Processing Units
Rin Kuriyama; Claudia Casellato; Egidio D'Angelo; Tadashi Yamazaki
Frontiers in Cellular Neuroscience, 15, 623552, 2021, Peer-reviwed
Scientific journal, English - Simulation of a human-scale cerebellar network model on the K computer
Hiroshi Yamaura; Jun Igarashi; Tadashi Yamazaki
Frontiers in Neuroinformatics, 14, 16, 2020, Peer-reviwed
Scientific journal, English - A Pathological Condition Affects Motor Modules in a Bipedal Locomotion Model
Daisuke Ichimura; Tadashi Yamazaki
Frontiers in Neurorobotics, 13, 79-79, 2019, Peer-reviwed, True
Scientific journal, English - Large-scale simulation of a layered cortical sheet of spiking network model using a tile partitioning method
Jun Igarashi; Hiroshi Yamaura; Tadashi Yamazaki
Frontiers in Neuroinformatics, 13, 71, 2019, Peer-reviwed
Scientific journal, English - Realtime simulation of a cat-scale artificial cerebellum on PEZY-SC processors
Tadashi Yamazaki; Jun Igarashi; Junichiro Makino; Toshikazu Ebisuzaki
International Journal of High Performance Computing Applications, SAGE Publications, 33, 1, 155-168, 2019, Peer-reviwed
Scientific journal, English - 小脳神経回路をコンピュータ上に作る
山浦 洋; 山﨑 匡
Clinical Neuroscience, 中外医学社, In press, 2019
Scientific journal, Japanese - Revisiting a theory of cerebellar cortex
Tadashi Yamazaki; William Lennon
Neuroscience Research, Elsevier, 2019, 148, 1-8, 2019, Peer-reviwed, Invited
Scientific journal, Japanese - Computer simulation of a cerebellar-musculoskeletal model for bipedal locomotion with feedback compensation of foot contact
Daisuke Ichimura; Satoshi Yano; Tadashi Yamazaki
IEICE Transactions on Information and Systems (Japanese Edition), J100-D, 8, 808-816, Aug. 2017, Peer-reviwed
Scientific journal, Japanese - リハビリ応用を見据えた脳筋骨格系モデルの実現可能性について
市村 大輔; 山崎 匡
理学療法学, (公社)日本理学療法士協会, 44, Suppl.2, P-2, Apr. 2017
Japanese - 高性能神経計算による神経回路モデルのリアルタイムシミュレーション
山﨑匡; 五十嵐潤
日本神経回路学会誌, 24, 4, 172-181, 2017, Invited
Scientific journal, Japanese - Real-Time Simulation of Passage-of-Time Encoding in Cerebellum Using a Scalable FPGA-Based System
Junwen Luo; Graeme Coapes; Terrence Mak; Tadashi Yamazaki; Chung Tin; Patrick Degenaar
IEEE TRANSACTIONS ON BIOMEDICAL CIRCUITS AND SYSTEMS, IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC, 10, 3, 742-753, Jun. 2016, Peer-reviwed
Scientific journal, English - Real-World-Time Simulation of Memory Consolidation in a Large-Scale Cerebellar Model
Masato Gosui; Tadashi Yamazaki
FRONTIERS IN NEUROANATOMY, FRONTIERS MEDIA SA, 10, 21, 1-10, Mar. 2016, Peer-reviwed
Scientific journal, English - A Model of In vitro Plasticity at the Parallel Fiber-Molecular Layer Interneuron Synapses
William Lennon; Tadashi Yamazaki; Robert Hecht-Nielsen
FRONTIERS IN COMPUTATIONAL NEUROSCIENCE, FRONTIERS MEDIA SA, 9, 150, 1-12, Dec. 2015, Peer-reviwed
Scientific journal, English - Modeling memory consolidation during posttraining periods in cerebellovestibular learning
Tadashi Yamazaki; Soichi Nagao; William Lennon; Shigeru Tanaka
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, NATL ACAD SCIENCES, 112, 11, 3541-3546, Mar. 2015, Peer-reviwed
Scientific journal, English - 小脳の計算機シミュレーション
山﨑 匡
人工知能学会誌, 日本人工知能学会, 30, 5, 639-646, 2015
Scientific journal, Japanese - A spiking network model of cerebellar Purkinje cells and molecular layer interneurons exhibiting irregular firing
William Lennon; Robert Hecht-Nielsen; Tadashi Yamazaki
FRONTIERS IN COMPUTATIONAL NEUROSCIENCE, FRONTIERS RESEARCH FOUNDATION, 8, 157, 1-10, Dec. 2014, Peer-reviwed
Scientific journal, English - Consensus Paper: The Cerebellum's Role in Movement and Cognition
Leonard F. Koziol; Deborah Budding; Nancy Andreasen; Stefano D'Arrigo; Sara Bulgheroni; Hiroshi Imamizu; Masao Ito; Mario Manto; Cherie Marvel; Krystal Parker; Giovanni Pezzulo; Narender Ramnani; Daria Riva; Jeremy Schmahmann; Larry Vandervert; Tadashi Yamazaki
CEREBELLUM, SPRINGER, 13, 1, 151-177, Feb. 2014, Peer-reviwed, Invited
Scientific journal, English - Realtime cerebellum: A large-scale spiking network model of the cerebellum that runs in realtime using a graphics processing unit
Tadashi Yamazaki; Jun Igarashi
NEURAL NETWORKS, PERGAMON-ELSEVIER SCIENCE LTD, 47, 103-111, Nov. 2013, Peer-reviwed
Scientific journal, English - Transfer of memory trace of cerebellum-dependent motor learning in human prism adaptation: A model study
Soichi Nagao; Takeru Honda; Tadashi Yamazaki
Neural Networks, 47, 72-80, Nov. 2013, Peer-reviwed
Scientific journal, English - A Computational Mechanism for Unified Gain and Timing Control in the Cerebellum
Tadashi Yamazaki; Soichi Nagao
PLOS ONE, PUBLIC LIBRARY SCIENCE, 7, 3, e33319, Mar. 2012, Peer-reviwed
Scientific journal, English - Simulation Platform: A cloud-based online simulation environment
Tadashi Yamazaki; Hidetoshi Ikeno; Yoshihiro Okumura; Shunji Satoh; Yoshimi Kamiyama; Yutaka Hirata; Keiichiro Inagaki; Akito Ishihara; Takayuki Kannon; Shiro Usui
NEURAL NETWORKS, PERGAMON-ELSEVIER SCIENCE LTD, 24, 7, 693-698, Sep. 2011
Scientific journal, English - Stimulus-Dependent State Transition between Synchronized Oscillation and Randomly Repetitive Burst in a Model Cerebellar Granular Layer
Takeru Honda; Tadashi Yamazaki; Shigeru Tanaka; Soichi Nagao; Tetsuro Nishino
PLOS COMPUTATIONAL BIOLOGY, PUBLIC LIBRARY SCIENCE, 7, 7, e1002087, Jul. 2011, Peer-reviwed
Scientific journal, English - Reprint of: Simulation Platform: A cloud-based online simulation environment.
Tadashi Yamazaki; Hidetoshi Ikeno; Yoshihiro Okumura; Shunji Satoh; Yoshimi Kamiyama; Yutaka Hirata; Keiichiro Inagaki; Akito Ishihara; Takayuki Kannon; Shiro Usui
Neural Networks, 24, 9, 927-932, 2011, Peer-reviwed - 脳スパイキングネットワークモデルにおける条件刺激強度依存性タイミング制御
本多武尊; 山崎匡; 田中繁; 西野哲朗
情報処理学会論文誌数理モデル化と応用, 3, 2, 1--10, 2010, Peer-reviwed
Scientific journal, Japanese - Robust reservoir generation by correlation-based learning
Tadashi Yamazaki; Shigeru Tanaka
Advances in Articial Neural Networks, 2009, 1, Article ID: 467128, 2009, Peer-reviwed
Scientific journal, English - 小脳顆粒層をモデル化したスパイキングネットワークの研究:NMDA 受容体を介した同期発火状態と時間表現状態の遷移
本多武尊; 山崎匡; 田中繁; 西野哲朗
電子情報通信学会 論文誌D, J91-D, 11, 2709--2718, 2008, Peer-reviwed
Scientific journal, Japanese - A spiking network model for passage-of-time representation in the cerebellum
Tadashi Yamazaki; Shigeru Tanaka
EUROPEAN JOURNAL OF NEUROSCIENCE, BLACKWELL PUBLISHING, 26, 8, 2279-2292, Oct. 2007, Peer-reviwed
Scientific journal, English - The cerebellum as a liquid state machine
Tadashi Yamazaki; Shigeru Tanaka
NEURAL NETWORKS, PERGAMON-ELSEVIER SCIENCE LTD, 20, 3, 290-297, Apr. 2007, Peer-reviwed
Scientific journal, English - Chronically mountable goggles for persistent exposure to single orientation
Shigeru Tanaka; Toshiki Tani; Jerome Ribot; Tadashi Yamazaki
JOURNAL OF NEUROSCIENCE METHODS, ELSEVIER SCIENCE BV, 160, 2, 206-214, Mar. 2007, Peer-reviwed
Scientific journal, English - インターナルクロックモデルに基づくロボット制御法の実現
真鍋秀聡; 西野哲朗; 山崎匡; 田中繁
情報処理学会論文誌数理モデル化と応用, 48, SIG19, 139--154, 2007, Peer-reviwed
Scientific journal, Japanese - Neural Modeling of an internal clock
T Yamazaki; S Tanaka
NEURAL COMPUTATION, M I T PRESS, 17, 5, 1032-1058, May 2005, Peer-reviwed
Scientific journal, English - A neural network model for trace conditioning
T Yamazaki; S Tanaka
INTERNATIONAL JOURNAL OF NEURAL SYSTEMS, WORLD SCIENTIFIC PUBL CO PTE LTD, 15, 1-2, 23-30, Feb. 2005, Peer-reviwed
Scientific journal, English - Building the cerebellum in a computer
Tadashi Yamazaki; Shigeru Tanaka
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 3696, 71-77, 2005, Peer-reviwed
International conference proceedings, English - Sound frequency representation in cat auditory cortex
Tsytsarev, V; T Yamazaki; J Ribot; S Tanaka
NEUROIMAGE, ACADEMIC PRESS INC ELSEVIER SCIENCE, 23, 4, 1246-1255, Dec. 2004, Peer-reviwed
Scientific journal, English - Mathematical analysis of a correlation-based model for orientation map formation
T Yamazaki
NEURAL NETWORKS, PERGAMON-ELSEVIER SCIENCE LTD, 16, 1, 47-54, Jan. 2003, Peer-reviwed
Scientific journal, English - A mathematical analysis of the development of oriented receptive fields in Linsker's model
T Yamazaki
NEURAL NETWORKS, PERGAMON-ELSEVIER SCIENCE LTD, 15, 2, 201-207, Mar. 2002, Peer-reviwed
Scientific journal, English
MISC
- 行動研究のためのモデリングとシミュレーション技術
山﨑 匡
Jul. 2023, 月刊「細胞」, 55, 8, 24-27, Peer-reviwed - 脳・神経系汎用シミュレータGENESISのGPU実装による高速化
岩佐歩; 中山智章; 本多武尊; 山崎匡; 西野哲朗
17 Jan. 2012, ハイパフォーマンスコンピューティングと計算科学シンポジウム論文集, 2012, 72-72, Japanese, 170000069157 - Seven unsolved fundamental questions on cerebellum
Soichi Nagao; Tadashi Yamazaki
金原一郎記念医学医療振興財団, 2012, 生体の科学, 63, 1, 3-10, Japanese, Introduction other, 0370-9531, 40019196266, AN10360633 - Cerebellar internal clock: Its neural mechanisms and functional roles
Tadashi Yamazaki
2012, Clinical Neurology, 52, 11, 990-993, Japanese, Introduction other, 0009-918X, 23196494, 84880544555 - On modern cerebellar perceptron hypothesis
Tadashi Yamazaki
2011, The brain and neural networks, 18, 1, 22-30, Japanese, Introduction other - Conditioned Stimulus‐strength‐dependent Timing Control in a Spiking Network Model of the Cerebellum
本多武尊; 山崎匡; 田中繁; 西野哲朗
15 Apr. 2010, 情報処理学会論文誌トランザクション(CD-ROM), 2009, 2, SURIMODERU.VOL.3,NO.2,1-10, Japanese, 1882-7772, 201002201570445810 - Phase diagram of cerebellar granular layer dynamics: A model study
Takeru Honda; Tadashi Yamazaki; Shigeru Tanaka; Tetsuro Nishino
ELSEVIER IRELAND LTD, 2010, NEUROSCIENCE RESEARCH, 68, E211-E212, English, Summary international conference, 0168-0102, WOS:000208443701320 - Computational Models of Timing Mechanisms in the Cerebellar Granular Layer
Tadashi Yamazaki; Shigeru Tanaka
SPRINGER, Dec. 2009, CEREBELLUM, 8, 4, 423-432, English, Peer-reviwed, Introduction other, 1473-4222, WOS:000272384000002 - Conditioned Stimulus‐strength‐dependent timing control in a spiking network model of the cerebellum
本多武尊; 山崎匡; 田中繁; 西野哲朗
15 Oct. 2009, 情報処理学会研究報告(CD-ROM), 2009, 3, ROMBUNNO.MPS-75,28, Japanese, 2186-2583, 200902250418852680 - 小脳顆粒層のスパイキングネットワークモデルの研究:条件刺激強度依存性タイミング制御
本多武尊; 山崎匡; 田中繁; 西野哲朗
24 Sep. 2009, 日本神経回路学会全国大会講演論文集, 19th, 64-65, Japanese, 200902261700055795 - Towards complete understanding of the cerebellar computational mechanism and its applications
Tadashi Yamazaki
2009, The brain and neural networks, 16, 4, 190-195, Japanese, Peer-reviwed, Introduction other - A study of timing mechanism and state transition in a spiking network model of the cerebellar granule cell layer
本多武尊; 山崎匡; 田中繁; 西野哲朗
08 Jan. 2008, 電子情報通信学会技術研究報告, 107, 413(NC2007 87-111), 49-54, Japanese, 0913-5685, 200902280775629350 - Harnessing nonlinearlity in the cerebellum as an universal simulator
Tadashi Yamazaki
2008, 岩波『科学』, 78, 11, 1224-1227, Japanese, Introduction other
Books and other publications
- Cerebellum as a CNS Hub
Tadashi Yamazaki
Scholarly book, English, Joint work, Evolution of the Marr-Albus-Ito Model, Springer, 11 Nov. 2021 - Encyclopedia of Artificial Intelligence
Tadashi Yamazaki
Dictionary or encycropedia, Japanese, Contributor, Reservoir Computing, Kyoritsu Shuppannsha, 2017 - Annual Review 神経 2016
山﨑 匡
Scholarly book, Japanese, Joint work, 小脳と時計, 中外医学社, 09 Mar. 2016 - Cerebellar learning
Masao Ito; Kazuhiko Yamaguchi; Soichi Nagao; Tadashi Yamazaki
Scholarly book, English, Joint work, Chapter 1. Long-Term Depression as a Model of Cerebellar Plasticity, Elsevier, 20 Jun. 2014, 9780444633569
Lectures, oral presentations, etc.
- Gamma oscillations in a connectome-based spiking neural network model of the mouse cortico-cerebellar circuit
Jun Igarashi; Tadashi Yamazaki
Oral presentation, 第33回日本神経回路学会全国大会
06 Sep. 2023
04 Sep. 2023- 06 Sep. 2023 - Distributed computer simulation of a spike-based brain model and a mouse musculoskeletal body model
Tadashi Yamazaki
新学術領域「脳情報動態」第3回国際シンポジウム
23 Jan. 2023
23 Jan. 2023- 24 Jan. 2023 - 小脳学習理論の再検討
山﨑 匡
「次世代脳」プロジェクト 冬のシンポジウム2022
16 Dec. 2022
14 Dec. 2022- 17 Dec. 2022 - Robot Operating System (ROS) を用いた脳身体モデル分散シミュレーション
山﨑匡
Oral presentation, 第16回アクセラレーション技術発表討論会
16 Sep. 2022 - シミュレーション神経科学は新しい種類の神経科学か?
山﨑匡
Invited oral presentation, Japanese, NEURO2022, Invited, International conference
02 Jul. 2022 - スパコン「富岳」で脳をつくる
Invited oral presentation, Japanese, 「富岳」成果創出加速プログラムシンポジウム「富岳」百景, Invited, Domestic conference
29 Mar. 2022 - 小脳学習理論の新展開と脳全体の学習メカニズム
山﨑 匡
第2回トータルバイオミメティクス研究会, Invited
06 Aug. 2021 - High-performance simulation of cerebellar neurons and microcircuits
Tadashi Yamazaki
第44回日本神経科学学会全国大会
31 Jul. 2021
28 Jul. 2021- 31 Jul. 2021 - Supercomputers are ready to simulate human-scale brain models
Tadashi Yamazaki
UH CS Colloquium, Invited
17 Feb. 2021 - Distributed brain-body closed-loop simulation using Supercomputer Fugaku
Tadashi Yamazaki; Tomoya Hirayama; Taiki Yamada; Rin Kuriyama; Jun Igarashi
第44回日本神経科学学会全国大会
28 Jul. 2021
28 Jul. 2021 2021 - 小脳型機械学習の研究開発
山﨑 匡
異分野ワークショップ, Invited
06 Jan. 2020 - Introduction to High-Performance Neurocomputing
Tadashi Yamazaki; Jun Igarashi
Computational Neuroscience (CNS*2019)
Jul. 2019
13 Jul. 2019- 17 Jul. 2019 - Large-scale simulation of the little brain
Tadashi Yamazaki
Invited oral presentation, English, RIKEN Workshop on Neuromorphic Computing, Invited, RIKEN R-CCS, International conference
11 Mar. 2019 - Computer simulation of a monkey-scale cerebellum with 8 billion spiking neurons in realtime and its applications
Tadashi Yamazaki
Invited oral presentation, English, 75th Fujihara Seminar "Cerebellum as a CNS hub", Invited, Fujihara Foundation, International conference
03 Dec. 2018 - Towards building a human-scale artificial cerebellum
Tadashi Yamazaki; Hiroshi Yamaura; Wataru Furusho
第41回日本神経科学学会全国大会
Jul. 2018
26 Jul. 2018- 29 Jul. 2018 - スパコンは神経科学をいかにして加速するか: エクサフロップス時代に向けて
山﨑 匡; 五十嵐 潤
第41回日本神経科学学会全国大会
Jul. 2018
26 Jul. 2018- 29 Jul. 2018 - 神経回路シミュレーション
山﨑 匡
自律機械と市民をつなぐ責任概念の策定」 公開シンポジウム, Invited
16 Jun. 2018 - Reevaluating a theory of cerebellar cortex
Tadashi Yamazaki
NC Satellite Workshop, Invited
14 Jun. 2018 - 高性能神経計算: 計算神経科学と高性能計算の融合によるヒトスケール脳神経回路シミュレーション
山﨑 匡
異分野融合ワークショップ, Invited
06 Mar. 2018 - Real-time simulation of cerebellum
Tadashi Yamazaki; Wataru Furusho
New Horizons of Computational Science with Heterogeneous Many-Core Processors
Feb. 2018
27 Feb. 2018- 28 Feb. 2018 - ヒト規模の脳神経回路シミュレーションを目指して: 小脳の場合
Invited oral presentation, Japanese, 科学技術計算分科会2017年度会合「拡がるHPC ~新たな鼓動~」, Domestic conference
26 Oct. 2017 - Cat-scale artificial cerebellum on an energy-efficient supercomputer Shoubu
Invited oral presentation, English, Workshop on Brain-inspired Hardware, Invited, AI Research Center, AIST, International conference
30 Mar. 2017 - Shoubuで実現するネコ一匹分の人工小脳
Invited oral presentation, Japanese, 理研シンポジウム「スーパーコンピュータHOKUSAIとShoubu、研究開発の最前線」, Domestic conference
08 Jun. 2016 - Building a 1 mm^3 cerebellar module on a computer
Invited oral presentation, English, Neuroinformatics 2015, Invited, International Neuroinformatics Coordinating Facility, Cairns, Australia, International conference
20 Aug. 2015 - 人工小脳の構築を目指して
Oral presentation, Japanese, 東海大学シンポジウム「若手研究者による小脳研究の最前線」, Domestic conference
10 Jan. 2015 - GPUによる小脳スパイキングネットワークモデルの実時間シミュレーション
山﨑 匡
Invited oral presentation, Japanese, 第5回アクセラレーション技術発表討論会「脳を超えよう!」, Invited, Domestic conference
Sep. 2013 - Realtime Cerebellum: GPU-accelerated numerical simulation of a cerebellar spiking network model in realtime
Tadashi Yamazaki
Invited oral presentation, English, Workshop on Computations in the cerebellar circuit: advances on the modeling front, Invited, Computational Neuroscience (CNS) 2013 Paris, Paris, France, International conference
Jul. 2013 - Building the artificial cerebellum on a computer
Tadashi Yamazaki
Invited oral presentation, English, Neuro2013 Sattelite Symposium "Neuroscience of the cerebellum: from molecular biology to cognitive science", Invited, International conference
22 Jun. 2013 - Realtime simulation of a cerebellar spiking network model using a GPU
Tadashi Yamazaki
Invited oral presentation, English, Open Source Brain Kickoff Meeting, Invited, Sardinia, Italy, International conference
May 2013 - コンピュータ上に小脳を創る。
山崎匡
Others, Japanese, 第6回次世代医師・研究者交流会, 自治医科大学
Feb. 2013 - Numerical Brain: 計算機上に小脳を創る
山崎匡
Invited oral presentation, Japanese, 平成24年度第5回ブレインウェア研究会, 東北大学
Dec. 2012 - 小脳内部時計の神経機構と機能的役割
山崎匡
Invited oral presentation, Japanese, 第53回日本神経学会学術講演会, 日本神経学会
May 2012 - 小脳の計算機構の完全理解とその応用を目指して
山崎匡
Invited oral presentation, Japanese, 第19 回日本神経回路学会全国大会, 日本神経回路学会
Sep. 2009 - Large-scale computational model of the cerebellum for simultaneous control of timing and gain of movement
山崎匡
Invited oral presentation, Japanese, 平成20 年度ミニシンポジウム「小脳・脳幹による運動の制御と学習:神経生理,数理モデル,実機制御」, 中部大学
Nov. 2008
Courses
- Advanced Topics on Simulation Science and Engineering
2018 - Present
The University of Electro-Communications - 数値計算
2018 - Present
電気通信大学 - 情報工学工房
2017 - Present
The University of Electro-Communications - 情報数理工学実験第二
2013 - Present
The University of Electro-Communications - 情報・通信演習1(IP)
2016 - Mar. 2024
電気通信大学 - -
Sep. 2023 - Sep. 2023
Yamaguchi University - Graduate Technical English
2018 - 2020
The University of Electro-Communications - 情報領域演習第二
2017 - 2017
The University of Electro-Communications - 情報数理工学実験第一
2013 - 2017
電気通信大学 - 情報・通信演習1
2012 - 2016
The University of Electro-Communications - キャリア教育演習
2012 - 2012
The University of Electro-Communications
Affiliated academic society
Research Themes
- 行動変容の表出を規定する運動回路動態の解明
喜多村 和郎; 山崎 匡
日本学術振興会, 科学研究費助成事業, 山梨大学, 学術変革領域研究(A), Coinvestigator, 22H05161
Jun. 2022 - Mar. 2027 - 小脳機能ゾーンの生理学的意義の解明
喜多村 和郎; 山崎 匡
日本学術振興会, 科学研究費助成事業, 山梨大学, 基盤研究(A), Coinvestigator, 22H00460
Apr. 2022 - Mar. 2026 - 神経回路シミュレーションによる知覚の点火を促す生物物理学的メカニズムの解明
内藤記念科学振興財団, Principal investigator
Nov. 2022 - Oct. 2024 - 時間符号化スパイキングネットワークの探求
栢森情報科学振興財団, Principal investigator
Oct. 2021 - Sep. 2023 - 小脳神経細胞のミクロな形態が回路全体のマクロな情報処理に及ぼす影響のモデル研究
山崎 匡; 五十嵐 潤
日本学術振興会, 科学研究費助成事業, 電気通信大学, 基盤研究(C), Principal investigator, 20K06850
Apr. 2020 - Mar. 2023 - 脳情報動態解明に資する多階層・多領野データ統合モデリング法の開発
石井 信; 山崎 匡
日本学術振興会, 科学研究費助成事業, 京都大学, 新学術領域研究(研究領域提案型), Coinvestigator, 17H06310
Jun. 2017 - Mar. 2022 - Collaborative Technical Development in Data-Driven Brain Science
RIKEN Center for Brain Science, Principal investigator, Domestic joint research
2020 - 2022 - 日本神経回路学会創立30周年記念助成金
Jan. 2020 - Dec. 2020 - Simulation study on functional roles of morphological strucutre of neurons in cerebellar learning
Yamazaki Tadashi
Japan Society for the Promotion of Science, Grants-in-Aid for Scientific Research, The University of Electro-Communications, Grant-in-Aid for Scientific Research (C), Principal investigator, 脳の神経細胞(ニューロン)は特徴的な空間形状を持つが、それが脳の情報処理にどのような影響を及ぼすのかはわかっていない。本研究では、ニューロンの空間形状まで忠実に再現した小脳のネットワークモデルを構築し、計算機シミュレーションによってその挙動を検証した。グラフィクスプロセッシングユニット(GPU)を用いた並列計算を行い、24倍計算を高速化した。顆粒細胞・ゴルジ細胞からなる顆粒層は約14Hzの同期した発火パターンを示した。プルキンエ細胞の発火パターンもそれと概ね同期したが、樹状突起を縮退させるとそのような同期発火は見られなくなった。このことは具体的な空間形状が重要であることを示唆する。, 17K07049
Apr. 2017 - Mar. 2020 - 次世代領域研究開発 (高性能汎用計算機高度利用事業)
Coinvestigator, Domestic joint research
2017 - 2020 - ポスト「京」萌芽研究 ヒト全小脳シミュレーション
Coinvestigator, Domestic joint research
2016 - 2020 - 脳型人工知能の開発に関する研究
国立研究開発法人 産業技術総合研究所, Principal investigator, Domestic joint research
2015 - 2020 - 理化学研究所 情報システム本部との共同研究
理化学研究所 情報システム本部
2018 - 2019 - Basic research on whole brain architecture
Dwango AI Lab, Principal investigator, Domestic joint research
2018 - 2019 - Development of robot-assisted rehabilitation facilities
AMED 国立研究開発法人日本医療研究開発機構, Principal investigator, Domestic joint research
2018 - 2019 - 脳科学ライフサポート研究センターとの共同研究
脳科学ライフサポート研究センター
2015 - 2019 - 医療法人社団 大和会 多摩川病院との共同研究
医療法人社団 大和会 多摩川病院
2014 - 2019 - Intel Neuromorphic Computing Labとの共同研究
Intel Neuromorphic Computing Lab
2019 - Administration of Cerebellar Platform
Coinvestigator, Domestic joint research
2013 - 2018 - 独立行政法人 理化学研究所 脳科学総合研究センターとの共同研究
永雄総一
独立行政法人 理化学研究所 脳科学総合研究センター
2012 - 2018 - Development of simulation platform
理化学研究所 脳科学総合研究センター 神経情報基盤センター, Coinvestigator
2008 - 2018 - A study of fMRI measurement of brain activities for the understanding of sound symbolism and common senses
TANAKA SHIGERU
Japan Society for the Promotion of Science, Grants-in-Aid for Scientific Research, The University of Electro-Communications, Grant-in-Aid for Challenging Exploratory Research, 26540141
Apr. 2014 - Mar. 2017 - 小脳内に分散された複数の可塑性による相補的運動学習メカニズムの解明
山﨑 匡
Principal investigator
2014 - 2017 - 高エネルギー加速器研究機構との共同研究
高エネルギー加速器研究機構
2017 - 細胞集団活動の遷移による時間経過表現のモデル研究
山﨑 匡
Principal investigator
2014 - 2016 - 人工小脳の学習と予測にもとづく小型ヒューマノイドロボットの運動制御に関する研究
山﨑 匡
人工知能研究振興財団, 研究助成, Principal investigator
01 Apr. 2014 - 31 Mar. 2015 - Conceptulization and Methodology of Picture Mining
EDO Katsue; HIROI Yu; KITAKATA Haruko; YAMASAKI Tadashi; OCHIHARA Hiroharu
Japan Society for the Promotion of Science, Grants-in-Aid for Scientific Research, Bunka Gakuen University, Grant-in-Aid for Challenging Exploratory Research, 23653108
Apr. 2011 - Mar. 2015 - Simulation of brain functions based on computational learning theory
Scientific research (B), general, Coinvestigator
2011 - 2013 - Theory of memory transfer and consolidation in motor learning
YAMAZAKI Tadashi
Japan Society for the Promotion of Science, Grants-in-Aid for Scientific Research, The Institute of Physical and Chemical Research, Young scientists (B), To understand the neural mechanism of memory transfer phenomenon found in cerebellar motor learning, we built a large-scale computational model of the cerebellum for gain adaptataion of optokinetic response eye movments, which is used as an experimental paradigm for memory transfer phenomenon. We published a paper in an international journal. We studied the learning rule for mossy fiber-vestibular nuclear cell synapses to demonstrate robust memory transfer phenomenon, and found that Bienenstock-Cooper-Munro(BCM) rule is a candidate. We also reported that BCM rule is sufficient to reproduce the spacing effect in motor learning., 20700301
2008 - 2011 - Modeling the acquisition process of bird song grammars based on computational learning theory
NISHINO Tetsuro; TOMITA Etsuji; OKANOYA Kazuo; TANAKA Shigeru; YAMAZAKI Tadashi
Japan Society for the Promotion of Science, Grants-in-Aid for Scientific Research, The University of Electro-Communications, Scientific research (B), general, Coinvestigator, Songbird has been actively studied as a good model for their complex brain mechanism in song learning. Male Bengalese Finch learns singing by imitating external models. Birdsongs are strings of sounds as represented by sequence of alphabets. We implemented an automatic system which extracts a song grammar from a given phoneme data by using computational method, and use it to build a model of development processes of song grammars whose validity was checked by real data. Our experimental results suggest such kind of experiment on behavioral sequence is important to discover new knowledge., 20300056
2008 - 2010
Social Contribution Activities
- 電気通信大学 出張講義
Lecturer, 東京都立多摩科学技術高等学校, スパコン「富岳」でヒトの脳は作れるか?
26 Oct. 2023 - 電気通信大学 匠ガールプロジェクト
Lecturer, 電気通信大学, コンピュータで脳をつくる
24 Aug. 2023 - 得意な才能を伸ばす教育(理数) 課題研究プログラム
Lecturer, 東京都教育委員会, コンピュータで脳を作ってみよう
07 Aug. 2023 - 08 Aug. 2023 - 夢ナビライブ2023 in Summer 夢ナビ講義
Appearance, 株式会社フロムページ, 自分の脳の完全コピー? スパコンを駆使して脳機能を解明
15 Jul. 2023 - 16 Jul. 2023 - R-CCS Cafe
Appearance, 理化学研究所計算科学研究センター, From brain simulation to brain digital twin, Seminar
31 Jan. 2023 - 高校生のためのサイエンス・ウィーク2022
Lecturer, 東京都教育委員会, コンピュータで脳を作ってみよう, Seminar
26 Dec. 2022 - 27 Dec. 2022 - 電気通信大学 出張講義
Appearance, 東京都立新宿高等学校, スパコン「富岳」でヒトの脳は作れるか?, 東京都
21 Oct. 2022 - サイエンスカフェChofu
Appearance, 調布市, スパコン「富岳」でヒトの脳は作れるか?
10 Sep. 2022 - 電気通信大学 出張講義
Appearance, 東京都立文京高等学校, スパコン「富岳」でヒトの脳は作れるか?, 東京都
22 Jun. 2022 - オンラインサロン「スパコンコロキアム」
Appearance, 高度情報科学技術研究機構, シミュレーション神経科学は脳の理解の役に立つのか?
12 May 2022 - 「富岳」Forward□共に創る未来□
Appearance, 理研計算科学研究センター
10 Mar. 2022 - 電気通信大学 出張講義
Lecturer, 埼玉県立川口北高等学校, スパコン「富岳」でヒトの脳は作れるか?
27 Oct. 2021 - 研究成果の公開 Simulation Platform
Others
2009 - 2018 - 研究成果の公開 Cerebellar Platform
Others
2006 - 2018 - シンギュラリティサロン講演会
Appearance, シンギュラリティサロン
15 Oct. 2016 - 8th Whole Brain Architecture Meeting
Appearance, Japanese Society for Artificial Intelligence
10 Nov. 2014 - Autumn School for Computational Neuroscience
Appearance, Japanese Neural Network Society
31 Oct. 2014
Media Coverage
- 【スパコンことはじめ】学術系VTuberと学ぶ「富岳」全脳シミュレーション(後編)
高度情報科学技術研究機構, Supercomputer Fugaku, https://www.youtube.com/watch?v=M0GK-EIPDy4, Internet
Mar. 2024 - 【スパコンことはじめ】学術系VTuberと学ぶ「富岳」全脳シミュレーション(前編)
高度情報科学技術研究機構, Supercomputer Fugaku, https://www.youtube.com/watch?v=4OIHU6MOto4, Internet
Mar. 2024 - リアルタイムに動く80億ニューロンの小脳をスパコンでシミュレーション
MyNavi News, Others
Mar. 2018 - 【報告】次世代スパコンを駆使し脳機能の解明と脳型人工知能の開発に挑む
電気通信大学, Others
Jul. 2016 - スパコン上に猫の小脳を再現、リアルタイムで動作
日経テクノロジーonline, Others
Jun. 2016 - ネコの小脳をShoubuスパコンで実現
マイナビニュース, Others
Jun. 2016 - Neuroscience: Creating realistic computational models of the cerebellum
UEC e-Bulletin, Others
Dec. 2015 - [Neuroscience Topics] Practice makes perfect: a theoretical model for memory consolidation in the cerebellum
The Japan Neuroscience Society, Others
Apr. 2015 - [Media Release] Practice makes perfect: a theoretical model of memory consolidation in the cerebellum
UEC Tokyo, Others
Mar. 2015 - 一夜漬けよりコツコツ学習の方が記憶が定着する仕組みを解明 □ 電気通信大
Mynavi News, Others
Mar. 2015 - Motor memory: the long and short of it
UEC e-Bulletin, Others
Mar. 2015 - Research explains the formation of long-term motor memory
MedicalXpress, Others
Mar. 2015 - Artificial intelligence: Brain-training for baseball robot
UEC e-Bulletin, Others
Dec. 2014 - Better Batting with CUDA: How GPU-based Brain Research Helped Japanese Robot Swing for the Fences
NVIDIA Blog, Others, http://blogs.nvidia.com/2013/04/better-batting-with-cuda-how-gpu-based-brain-research-helped-japanese-robot-swing-for-the-fences/
Apr. 2013 - Scientists Build Baseball-Playing Robot With 100,000-Neuron Fake Brain
WIRED, Others, http://www.wired.com/wiredenterprise/2013/04/robot-baseball/
Apr. 2013 - GPU-based Brain Research Hits it Out of the Park
Inside HPC, Others, http://insidehpc.com/2013/04/27/gpu-based-brain-research-hits-it-out-of-the-park/
Apr. 2013 - Scientists build baseball-playing robot with 100,000-neuron fake brain
CNN, Others, http://edition.cnn.com/2013/04/29/tech/innovation/robot-fake-brain-wired/
Apr. 2013 - Swing Batter, Batter: GPUs and Baseball
Bio IT World, Others, http://www.bio-itworld.com/els/2013/4/29/swing-batter-batter-gpu-baseball.html
Apr. 2013 - 「GPU制御の人工小脳」:電通大等の野球ロボ.
WIERD日本語版, Others, http://wired.jp/2013/04/30/robot-baseball/
Apr. 2013
Academic Contribution Activities
- 学術雑誌関係(編集委員など) Action Editor, Neural Networks
Others, 01 Jan. 2016 - Present - 電気通信大学 脳・医工学研究センター スプリングスクール 講師
Others, Others, Mar. 2023 - Mar. 2023 - 学術雑誌関係(編集委員など) NOLTA IEICE Special Section on Computation with nonlinear dynamics ゲストエディタ
Others, 05 Oct. 2020 - 01 Apr. 2021 - 学術雑誌関係(編集委員など) Review Editor, Frontiers in Neurorobotics
Others, May 2020 - CNS*2019 Tutorial ""Introduction to High-Performance Neurocomputing"" Lecturer
Others, Others, Jul. 2019 - Jul. 2019, CNS*2019 Barcelona - 電気通信大学 脳科学ライフサポート研究センター スプリングスクール 講師
Others, Others, Mar. 2018 - Mar. 2018, 高校生を対象。3/28,29でそれぞれ9人ずつ。講義+ハンズオン。 - 学術雑誌関係(編集委員など) Review Editor, Frontiers in Computational Neuroscience
Others, May 2012, http://www.frontiersin.org/computational_neuroscience - Okinawa Computational Neuroscience Course Tutor
Others, Others, Jun. 2008 - Jul. 2008