Curriculum Vitae

2023-10-27

Personal statement

I’m Assistant Professor who study human motor control by using EEG.

Education

2022 March D.Eng. Department of Mechanical Science and Bioengineering, Osaka University.

2019 March M.Eng. Department of Mechanical Science and Bioengineering, Osaka University.

2017 March B.Eng Division of Biophysical Engineering, Department of System Science, School of Engineering Science, Osaka University.

Research experience

2023 April Assistant Professor at Osaka University (Japan)

2021 April JSPS Research Fellowship for Young Scientists

2019 May Specially Appointed Fellow (Student, Part time)

Publications

  1. Akihiro Nakamura, Ryota Miura, Yasuyuki Suzuki, Pietro Morasso, and Taishin Nomura. “Discrete Cortical Control during Quiet Stance Revealed by Desynchronization and Rebound of Beta Oscillations.” Neuroscience Letters 814 (2023): 137443. https://doi.org/10.1016/j.neulet.2023.137443.
  2. Yasuyuki Suzuki, Keigo Togame, Akihiro Nakamura, and Taishin Nomura. “A Markov Chain Approximation of Switched Fokker–Planck Equations for a Model of on–off Intermittency in the Postural Control during Quiet Standing.” Communications in Nonlinear Science and Numerical Simulation 126 (2023): 107488. https://doi.org/10.1016/j.cnsns.2023.107488.
  3. Akihiro Nakamura, Yasuyuki Suzuki, Matija Milosevic, and Taishin Nomura. “Long-Lasting Event-Related Beta Synchronizations of Electroencephalographic Activity in Response to Support-Surface Perturbations During Upright Stance: A Pilot Study Associating Beta Rebound and Active Monitoring in the Intermittent Postural Control.” Frontiers in Systems Neuroscience 15 (2021). https://doi.org/10.3389/fnsys.2021.660434.
  4. Yasuyuki Suzuki, Akihiro Nakamura, Matija Milosevic, Kunihiko Nomura, Takao Tanahashi, Takuyuki Endo, Saburo Sakoda, Pietro Morasso, Taishin Nomura, “Postural instability via a loss of intermittent control in elderly and patients with Parkinson’s disease: A model-based and data-driven approach", Chaos, Vol. 30, 113140, (17 pages), 2020. https://doi.org/10.1063/5.0022319

Conference presentations

International conference

  1. Akihiro Nakamura, Yasuyuki Suzuki, Shunpei Yano, Taishin Nomura, “EEG Activity Related to Decrease in Persistency of Gait Cycle Variability during Distracted Walking", 2021 IEEE 3rd Global Conference on Life Sciences and Technologies (LifeTech). pp. 183-184, Nara, Japan, March 2021. (Oral)
  2. Taishin Nomura, Yasuyuki Suzuki, Akihiro Nakamura, Kazuya Kondo, Pietro Morasso, “A Method for Examining the Intermittent and the Stiffness Postural Control Models using Data Assimilation with Bayesian Inference", 41st Annual International Conference of the IEEE EMBS, July 23-27, 2019
  3. Akihiro Nakamura, Yasuyuki Suzuki, Matija Milosevic, Taishin Nomura “Long latency event-related desynchronization and synchronization of EEG beta-band in response to support-surface perturbations during quiet standing", 29th Annual NCM Meeting, 1-C-44, Toyama, Japan, April 2019. (poster)
  4. Taishin Nomura, Yasuyuki Suzuki, Akihiro Nakamura, Kazuya Kondo, Pietro Morasso, “A Method for Examining the Intermittent and the Stiffness Postural Control Models using Data Assimilation with Bayesian Inference”, 41st Annual International Conference of the IEEE EMBS, July 23-27, 2019.
  5. Akihiro Nakamura, Yasuyuki Suzuki, Kazuya Kondo, Taishin Nomura “Assimilating the intermittent control model into postural sway data using Bayesian inference", 2019 IEEE 1st Global Conference on Life Sciences and Technologies (LifeTech), pp. 298-299, Osaka, Japan, March 2019. (oral)
  6. Akihiro Nakamura, Yasuyuki Suzuki, Taishin Nomura “Postural and beta-band electroencephalogram responses to floor-surface perturbations during human quiet standing", Advances in Neuroinformatics 2018, PS-12, Saitama, Japan, December 2018. (poster)
  7. Akihiro Nakamura, Masanori Shimono “Micro-connectome and cognitive task selectivity", Japan Neuroscience Society 2017, 3O-10m2-1, Chiba Japan, July 2017. (oral)
  8. Akihiro Nakamura, Masanori Shimono “Micro-connectomics with cognitive task selectivity", Organization for Computational Neuroscience 2017, 240, Antwerp, Belgium, July 2017. (poster)

Internal conference (Japan)

  1. 中村晃大,三浦涼大,鈴木康之,野村泰伸,"脳波ベータリバウンドが⽰すヒト静⽌⽴位姿勢神経制御の間⽋性",第17回 Motor Control研究会,東京都,2023年8月.(セレクトトーク)
  2. 松尾理沙,鈴木康之,中村晃大,野村泰伸,"ヒト静止立位姿勢を安定化させる間欠制御戦略の深層強化学習による獲得",第17回 Motor Control研究会,東京都,2023年8月.(ポスター発表)
  3. 中村晃大,"ヒト立位姿勢制御における足関節筋の間欠的活動に伴う脳波の同期と脱同期",第19回姿勢と歩行研究会 ミニシンポジウム,東京都,2023年3月.(口頭発表)
  4. 林佳那人,中村晃大,鈴木康之,野村泰伸,"倒立振子バランスの間欠フィードバック制御に関連する脳波計測と解析",第35回自律分散システム・シンポジウム,大阪府,2023年1月.(口頭発表)
  5. 高澤知起,鈴木康之,中村晃大,松尾理沙,野村泰伸,"ヒト静止立位姿勢の間欠フィードバック制御を強化学習的に獲得する報酬関数の探索",第35回自律分散システム・シンポジウム,大阪府,2023年1月.(口頭発表)
  6. 中村晃大,三浦涼大,鈴木康之,野村泰伸,"ヒト立位時の能動的足関節制御のオン・オフ選択に伴う脳内情報処理を反映した脳波ベータ帯域同期の発見",第16回 Motor Control研究会,東京都,2022年8月.(ポスター発表)
  7. 高澤 知起,松尾理沙,鈴木康之,中村晃大,野村泰伸,"ヒト静止立位姿勢の間欠フィードバック制御を生成する報酬関数の順強化学習的探索",第16回 Motor Control研究会,東京都,2022年8月.(セレクトトーク)
  8. 中村晃大,鈴木康之,野村泰伸,"ヒト立位姿勢の間欠制御モデルによって予想された脳活動の発見",第66回 システム制御情報学会 研究発表講演会,京都,2022年5月.(口頭発表)
  9. Tomoki Takazawa, Yasuyuki Suzuki, Akihiro Nakamura, Taishin Nomura “A simple reinforcement learning of state-dependent PD feedback gains for stabilizing pendulum invokes the intermittent control strategy", 電子情報通信学会技術研究報告 121 (390), NC2021-50, 23, 2022年2月
  10. 中村晃大,鈴木康之,野村泰伸,"床面摂動に対するヒト立位姿勢間欠性御モデルの応答特性",日本神経回路学会 第30回全国大会,online conference, 2020年12月.(ポスター発表,査読あり)
  11. 十亀敬伍,中村晃大,鈴木康之,野村泰伸,フォッカープランク方程式の有限要素解析に基づくヒト立位姿勢間欠制御モデルの離散時間有限マルコフ鎖近似,ME とバイオサイバネティックス研究会,東京,2020 年3 月.(口頭発表)
  12. Akihiro Nakamura, Yasuyuki Suzuki, Matija Milosevic, Taishin Nomura “EEG beta-rebound in response to perturbation during upright standingmay reflect an active postural stabilization process", 「脳と心のメカニズム」冬のワークショップ 2020, 12, 北海道, 2020年1月
  13. 十亀敬伍,中村晃大,鈴木康之,野村泰伸,単純な確率的ハイブリッド力学系のフォッカープランク方程式を用いた解析,ME とバイオサイバネティックス研究会,徳島,2019 年7 月.
  14. 中村晃大,鈴木康之,野村泰伸,"微小床面移動摂動に対する静止立位姿勢と脳波応答", 計測自動制御学会 ライフエンジニアリング部門シンポジウム2018 2C2-3, 福島, 2018年9月.(口頭発表,査読あり)

Workshop

  1. Akihiro Nakamura, Yasuyuki Suzuki, Matija Milosevic, Taishin Nomura “EEG beta-rebound in response to perturbation during upright standingmay reflect an active postural stabilization process", Winter Workshop on Mechanism of Brqain and Mind 2020 , 12, Hokkaido, January 2020.

Awards

  • Student Awards for Oral Presentation 1st Prize, IEEE LifeTech 2021 Excellent Student Paper Award for Oral Presentation

Quantifications

Fundamental Information Technology Engineer Examination 2017

Japan Statistical Society Certificate Grade Pre-1  2016

Skills

Programming (C, C++, Matlab, Ruby, R, Python).

App development with framework (Flutter)

Posted by Nakamura