Takashi Kanamaru

Profile Information

Affiliation: Professor, School of Advanced Engineering Department of Mechanical Science and Engineering, Kogakuin University

Degree: Doctor of Engineering(Mar, 2001, The University of Tokyo)

Researcher number: 10334468
ORCID iD: https://orcid.org/0000-0001-5018-0570
J-GLOBAL ID: 200901093985919700
researchmap Member ID: 1000256448

External link: http://brain.cc.kogakuin.ac.jp/~kanamaru/index-j.html

Research Areas

Research History

Apr, 2020 - Present

Affiliated Faculty, International Research Center for Neurointelligence, Institutes for Advanced Study, The University of Tokyo
Apr, 2019 - Present

School of Advanced Engineering, Department of Mechanical Science and Engineering , Kogakuin University
Apr, 2022 - Sep, 2022

Osaka Metropolitan University
Apr, 2015 - Mar, 2019

School of Advanced Engineering, Department of Mechanical Science and Engineering , Kogakuin University
Apr, 2010 - Mar, 2019

Faculty of Global Engineering, Department of Innovative Mechanical Engineering, Kogakuin University
Apr, 2006 - Mar, 2010

Faculty of Global Engineering, Department of Innovative Mechanical Engineering, Kogakuin University
Apr, 2005 - Mar, 2010

Faculty of Engineering, Department of Basic Engineering in Global Environment, Kogakuin University
Apr, 2001 - Mar, 2005

Faculty of Engineering, Department of Electrical and Electronic Engineering, Tokyo University of Agriculture and Technology

Education

Apr, 1998 - Mar, 2001

Department of Advanced Interdisciplinary Studies, The Graduate School of Engineering, The University of Tokyo
Apr, 1996 - Mar, 1998

The Graduate School of Engineering, The University of Tokyo
Apr, 1994 - Mar, 1996

Department of Applied Physics, The Faculty of Engineering, The University of Tokyo

Awards

2006

平成18年度日本神経回路学会奨励賞

Papers

Neural activity responsiveness by maturation of inhibition underlying critical period plasticity

Ibuki Matsumoto, Sou Nobukawa, Takashi Kanamaru, Yusuke Sakemi, Nina Sviridova, Tomoki Kurikawa, Nobuhiko Wagatsuma, Kazuyuki Aihara

Frontiers in Neural Circuits, 18 1519704, Jan 22, 2025 Peer-reviewed
Impact of time-history terms on reservoir dynamics and prediction accuracy in echo state networks

Yudai Ebato, Sou Nobukawa, Yusuke Sakemi, Haruhiko Nishimura, Takashi Kanamaru, Nina Sviridova, Kazuyuki Aihara

Scientific Reports, 14 8631, Apr 15, 2024 Peer-reviewed
Maximal Memory Capacity Near the Edge of Chaos in Balanced Cortical E-I Networks

Takashi Kanamaru, Takao K. Hensch, Kazuyuki Aihara

Neural Computation, 35(8) 1430-1462, Jul 13, 2023 Peer-reviewedLead authorCorresponding author
Acetylcholine-mediated top-down attention improves the response to bottom-up inputs by deformation of the attractor landscape

Takashi Kanamaru, Kazuyuki Aihara

PLOS ONE, 14(10) e0223592, Oct, 2019 Peer-reviewedLead authorCorresponding author
Quantifying strength of chaos in the population firing rate of neurons

Takashi Kanamaru

Neural Computation, 30(3) 792-819, Mar 1, 2018 Peer-reviewedLead authorCorresponding author
Chaotic Pattern Alternations Can Reproduce Properties of Dominance Durations in Multistable Perception

Takashi Kanamaru

NEURAL COMPUTATION, 29(6) 1696-1720, Jun, 2017 Peer-reviewedLead authorCorresponding author
Attentional Cholinergic Projections May Induce Transitions of Attractor Landscape via Presynaptic Modulations of Connectivity

Hiroshi Fujii, Takashi Kanamaru, Kazuyuki Aihara, Ichiro Tsuda

Advances in Cognitive Neurodynamics (III), Proceedings of the Third International Conference on Cognitive Neurodynamics – 2011, 97-103, 2013 Peer-reviewed
Deformation of Attractor Landscape via Cholinergic Presynaptic Modulations: A Computational Study Using a Phase Neuron Model

Takashi Kanamaru, Hiroshi Fujii, Kazuyuki Aihara

PLOS ONE, 8(1) e53854, Jan, 2013 Peer-reviewedLead authorCorresponding author
Rewiring-induced chaos in pulse-coupled neural networks

Takashi Kanamaru, Kazuyuki Aihara

Neural Computation, 24(4) 1020-1046, 2012 Peer-reviewedLead authorCorresponding author
A New Role for Attentional Corticopetal Acetylcholine in Cortical Memory Dynamics

Hiroshi Fujii, Takashi Kanamaru, Kazuyuki Aihara, Ichiro Tsuda

NUMERICAL ANALYSIS AND APPLIED MATHEMATICS ICNAAM 2011: INTERNATIONAL CONFERENCE ON NUMERICAL ANALYSIS AND APPLIED MATHEMATICS, VOLS A-C, 1389 1340-1343, 2011 Peer-reviewed
Roles of Inhibitory Neurons in Rewiring-Induced Synchronization in Pulse-Coupled Neural Networks

Takashi Kanamaru, Kazuyuki Aihara

NEURAL COMPUTATION, 22(5) 1383-1398, May, 2010 Peer-reviewedLead authorCorresponding author
Stochastic synchrony of chaos in a pulse-coupled neural network with both chemical and electrical synapses among inhibitory neurons

Takashi Kanamaru, Kazuyuki Aihara

NEURAL COMPUTATION, 20(8) 1951-1972, Aug, 2008 Peer-reviewedLead authorCorresponding author
Duffing oscillator

Takashi Kanamaru

Scholarpedia, 3(3) 6327, 2008 Peer-reviewed
Chaotic pattern transitions in pulse neural networks

Takashi Kanamaru

NEURAL NETWORKS, 20(7) 781-790, Sep, 2007 Peer-reviewedLead authorCorresponding author
van der Pol oscillator

Takashi Kanamaru

Scholarpedia, 2(1) 2202, 2007 Peer-reviewed
Blowout bifurcation and on-off intermittency in pulse neural networks with multiple modules

Takashi Kanamaru

INTERNATIONAL JOURNAL OF BIFURCATION AND CHAOS, 16(11) 3309-3321, Nov, 2006 Peer-reviewedLead authorCorresponding author
Analysis of synchronization between two modules of pulse neural networks with excitatory and inhibitory connections

T Kanamaru

NEURAL COMPUTATION, 18(5) 1111-1131, May, 2006 Peer-reviewedLead authorCorresponding author
Synchronized firings in the networks of class 1 excitable neurons with excitatory and inhibitory connections and their dependences on the forms of interactions

T Kanamaru, M Sekine

NEURAL COMPUTATION, 17(6) 1315-1338, Jun, 2005 Peer-reviewedLead authorCorresponding author
Detecting chaotic structures in noisy pulse trains based on interspike interval reconstruction

T Kanamaru, M Sekine

BIOLOGICAL CYBERNETICS, 92(5) 333-338, May, 2005 Peer-reviewedLead authorCorresponding author
An analysis of globally connected active rotators with excitatory and inhibitory connections having different time constants using the nonlinear Fokker-Planck equations

T Kanamaru, M Sekine

IEEE TRANSACTIONS ON NEURAL NETWORKS, 15(5) 1009-1017, Sep, 2004 Peer-reviewedLead authorCorresponding author

Books and Other Publications

ラズパイ5対応カラー図解最新 Raspberry Piで学ぶ電子工作

金丸隆志

技術評論社, Oct 3, 2024 (ISBN: 429714431X)
ラズパイ4対応カラー図解最新Raspberry Piで学ぶ電子工作 : 作る、動かす、しくみがわかる!

金丸隆志

講談社, Jun, 2020 (ISBN: 9784065193396)
高校数学からはじめるディープラーニング : 初歩からわかる人工知能が働くしくみ

金丸隆志

講談社, Apr, 2020 (ISBN: 9784065194034)
カラー図解 Raspberry Piではじめる機械学習 : 基礎からディープラーニングまで

金丸隆志

講談社, Mar, 2018 (ISBN: 9784065020524)
カラー図解最新Raspberry Piで学ぶ電子工作 : 作って動かしてしくみがわかる

金丸隆志

講談社, Jul, 2016 (ISBN: 9784062579773)
実例で学ぶRaspberry Pi電子工作 : 作りながら応用力を身につける

金丸隆志

講談社, Dec, 2015 (ISBN: 9784062579506)
Raspberry Piで学ぶ電子工作 : 超小型コンピュータで電子回路を制御する

金丸隆志

講談社, Nov, 2014 (ISBN: 9784062578912)
理系のためのExcelグラフ入門 : 実験データを正しく伝える技術

金丸隆志

講談社, Oct, 2013 (ISBN: 9784062578370)
Excel/OpenOfficeで学ぶフーリエ変換入門

金丸隆志

ソフトバンククリエイティブ, Dec, 2011 (ISBN: 9784797367607)
Excelで学ぶ理論と技術フーリエ変換入門

金丸隆志

ソフトバンククリエイティブ, Jan, 2007 (ISBN: 9784797338270)

Presentations

Azure Kinectを用いた骨格推定に基づく姿勢評価方法の改善

小澤佑起, 金丸隆志

FIT2024 第23回情報科学技術フォーラム, Sep 5, 2024
Azure Kinectを用いた骨格推定に基づく姿勢評価方法の提案

小澤佑起, 金丸隆志

電子情報通信学会;画像工学研究会, Dec 12, 2023
Azure Kinectを用いた骨格角度に基づく姿勢評価方法の提案

小澤佑起, 泉翔太, 今成遥飛, 金丸隆志

FIT2023 第22回情報科学技術フォーラム, Sep 7, 2023
Optimal Excitatory and Inhibitory Balance for High Learning Performance in Spiking Neural Networks with Long-Tailed Synaptic Weight Distributions

Ibuki Matsumoto, Sou Nobukawa, Tomoki Kurikawa, Nobuhiko Wagatsuma, Yusuke Sakemi, Takashi Kanamaru, Nina Sviridova, Kazuyuki Aihara

Jun 18, 2023
Innate trainingによるカオスニューロンモデルによって構成されたEcho State Networkの学習法

江波戸雄大, 信川創, 酒見悠介, 金丸隆志, スヴィリドヴァニーナ, 合原一幸

電子情報通信学会非線形問題研究会, Oct 20, 2022
臨界期のE-I balance下ネットワークにおける情報処理

金丸隆志

「次世代脳」プロジェクト冬のシンポジウム2021 「グリアとニューロン：機能調節とその可塑性」, Dec 15, 2021 Invited
Predicting of pedestrian trajectory using sequence to sequence learning with neural networks

Tomoya Ono, Takashi Kanamaru

The 20th International Symposium on Advanced Technology (ISAT-20), Nov 23, 2021
Prediction of pedestrian trajectory based on long short-term memory of data

Tomoya Ono, Takashi Kanamaru

2021 21st International Conference on Control, Automation and Systems (ICCAS2021), Oct 15, 2021
Interactive Floor Interfaceを用いた教育支援システムの改善

赤坂総司, 金丸隆志

FIT2021 第20回情報科学技術フォーラム, Aug 26, 2021
Developing education support system using interactive floor interface

Tomoya Ono, Soshi Akasaka, Hiroki Ohara, Takashi Kanamaru

2020 20th International Conference on Control, Automation and Systems (ICCAS2020), Oct 14, 2020
Interactive Floor Interfaceを用いた教育支援システムの開発

赤坂総司, 大野智哉, 大原広暉, 金丸隆志

FIT2020 第19回情報科学技術フォーラム, Sep 1, 2020
複数人での作業に対する作業支援システムの開発

石橋知大, 許宗泰, 金丸隆志

日本機械学会2018年度年次大会, Sep 10, 2018
Development of a workbench system for job training based on behaviors of worker

Ushio Suda, Takashi Kanamaru

The 16th International Symposium on Advanced Technology, Nov 2, 2017
作業動作に応じて情報提供可能な教育インターフェースの開発

須多潮, 金丸隆志

日本機械学会2017年度年次大会, Sep 5, 2017
The mixed states of associative memories realize unimodal distribution of dominance durations in multistable perception

Takashi Kanamaru

The 14th International Symposium on Neural Networks 2017, Jun 22, 2017
タンジブルユーザインタフェース(TUI)を用いた情報提示可能な作業机の開発

阿部秀之, 金丸隆志

The 3rd Innovation forum of advanced engineering and education (IFAEE), Nov 1, 2016
タンジブルユーザインタフェースを用いた情報提示可能な作業机の開発

阿部秀之, 金丸隆志

日本機械学会2016年度年次大会, Sep 13, 2016
掃除ロボットに追加する片付け機能に必要な物体認識の研究

青木貴宏, 金丸隆志

日本機械学会2016年度年次大会, Sep 12, 2016
畜産業に対するセンサネットワーク技術の適用

坂西直人, 金丸隆志

日本機械学会2015年度年次大会, 2015
Leap Motion による車載機器のジェスチャー操作

平山智之, 金丸隆志

日本機械学会2015年度年次大会, 2015

Professional Memberships

Research Projects

Inducing lifelong plasticity (iPlasticity) by brain rejuvenation: elucidation and manipulation of critical period mechanisms

Grants-in-Aid for Scientific Research, Grant-in-Aid for Transformative Research Areas (A), Japan Society for the Promotion of Science, Nov, 2020 - Mar, 2025
臨界期の回路網形成に関する注意下の擬アトラクター理論による基礎理論構築

科学研究費助成事業学術変革領域研究(A), 学術変革領域研究(A), 日本学術振興会, Nov, 2020 - Mar, 2025

金丸隆志
基礎研究と応用研究の融合による複雑系数理モデル学の体系化（研究分担者）

最先端研究開発支援プログラム(FIRST)「複雑系数理モデル学の基礎理論構築とその分野横断的科学技術応用」, 日本学術振興会, 2011 - 2013
Constructing theory of dynamical neural networks and its application to dynamic control

Grants-in-Aid for Scientific Research Grant-in-Aid for Young Scientists (B), Grant-in-Aid for Young Scientists (B), Japan Society for the Promotion of Science, 2008 - 2011

KANAMARU Takashi
動的なニューラルネットワークによる情報統合モデルとそのハードウェア化

科学研究費助成事業若手研究(B), 若手研究(B), 日本学術振興会, 2005 - 2007

金丸隆志
ダイナミカルなニューラルネットワークとそのハードウェア実装に関する研究

科学研究費助成事業若手研究(B), 若手研究(B), 日本学術振興会, 2002 - 2004

金丸隆志

Other

周囲360度を見渡せるルンバの遠隔操作

Jul, 2015 - Jul, 2015

Android Bazaar and Conference 2015 Summerにて展示
Android Wearによるロボット操作と映像受信

Dec, 2014 - Dec, 2014

Android Bazaar and Conference 2014 Winterにて展示
Androidを利用した観光望遠鏡

Mar, 2014 - Mar, 2014

Android Bazaar and Conference 2014 Springにて展示
スマートウォッチ・enchantMOON・Kinectを用いたロボットの無線操作

Nov, 2013 - Nov, 2013

Maker Faire Tokyo 2013にて展示
Firefox OSを用いたロボットの操作

Oct, 2013 - Oct, 2013

Android Bazaar and Conference 2013 Autumnにて展示
androidを利用したスマート白杖とスマートカーテン

Mar, 2013 - Mar, 2013

Android Bazaar and Conference 2013 Springにて展示
カメラ付き 3 輪ロボットの Android スマートフォンによる操作

Dec, 2012 - Dec, 2012

Maker Faire Tokyo 2012にて展示
スマートフォンと回路を連携したスマート白杖

Oct, 2012 - Oct, 2012

ICT ERA + ABC 2012 東北にて展示
Androidを用いたロボットアーム制御と対象物追跡カメラ

Mar, 2012 - Mar, 2012

Android Bazaar and Conference 2012 Springにて展示
組み込み OS としての Android の利用

Jul, 2011 - Jul, 2011

Android Bazaar and Conference 2011 Summerにて展示

Profile Information

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Awards

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