身体的能力と知覚能力の拡張による身体の制約からの解放

研究課題

体系的番号	JPMJMS2012
DOI	https://doi.org/10.52926/JPMJMS2012
研究代表者	金井良太株式会社国際電気通信基礎技術研究所, 事業開発室, 担当部長
研究期間 (年度)	2020 – 2025
概要	人の意図が推定できれば、思い通りに操作できる究極のCAが可能になります。推定には脳活動の内部だけでなく脳表面情報や他人とのインタラクション情報も重要な手がかりになります。これらをAI技術で統合し、ブレインマシンインタフェース（BMI）機能を持つCA（BMI-CA）を倫理的課題を考慮して開発します。2050年には、人の思い通りに操作できる究極のBMI-CAを実現します。
研究領域	(ムーンショット目標1)2050年までに、人が身体、脳、空間、時間の制約から解放された社会を実現

報告書

(5件)

主な研究成果
(41件)

すべて 2024

すべて雑誌論文 (41件) (国際共著 6件、査読あり 31件)

[雑誌論文] Self-supervised learning facilitates neural representation structures that can be unsupervisedly aligned to human behaviors2024
- 著者名
  Soh Takahashi, Masaru Sasaki, Ken Takeda, Masafumi Oizumi
- 雑誌名
  
  ICLR 2024 Workshop on Representational Alignment,
- DOI
  https://openreview.net/forum?id=MaFIvgBceX
- 査読あり
[雑誌論文] Text and Image Generation from Intracranial Electroencephalography Using an Embedding Space for Text and Images2024
- 著者名
  Yuya Ikegawa, Ryohei Fukuma, Hidenori Sugano, Satoru Oshino, Naoki Tani, Kentaro Tamura, Yasushi Iimura, Hiroharu Suzuki, Shota Yamamoto, Yuya Fujita, Shinji Nishimoto, Haruhiko Kishima and Takufumi Yanagisawa
- 雑誌名
  
  Journal of Neural Engineering
  
  巻: vol.21 号: No.3 ページ: 36019
- DOI
  doi: 10.1088/1741-2552/ad417a.
- 査読あり / 国際共著
[雑誌論文] Hippocampal sharp-wave ripples correlate with periods of naturally occurring self-generated thoughts in humans2024
- 著者名
  Takamitsu Iwata, Takufumi Yanagisawa, Yuji Ikegaya, Jonathan Smallwood, Ryohei Fukuma, Satoru Oshino, Naoki Tani, Hui Ming Khoo, Haruhiko Kishima
- 雑誌名
  
  Nature communications
  
  巻: vol.15 号: 4078(2024)
- DOI
  doi.org/10.1038/s41467-024-48367-1
- 査読あり / 国際共著
[雑誌論文] Fast, accurate, and interpretable decoding of electrocorticographic signals using dynamic mode decomposition2024
- 著者名
  Ryohei Fukuma, Kei Majima, Yoshinobu Kawahara, Okito Yamashita, Yoshiyuki Shiraishi, Haruhiko Kishima, Takufumi Yanagisawa
- 雑誌名
  
  Communications Biology
  
  巻: vol.7 号: 595 (2024)
- DOI
  doi.org/10.1038/s42003-024-06294-3
- 査読あり
[雑誌論文] A Comparison of Visual and Auditory EEG Interfaces for Robot Multi-stage Task Control2024
- 著者名
  Kai Arulkumaran, Marina Di Vincenzo, Rousslan Fernand Julien Dossa, Shogo Akiyama, Dan Ogawa Lillrank, Motoshige Sato, Kenichi Tomeoka and Shuntaro Sasai
- 雑誌名
  
  Frontiers in Robotics and AI
  
  巻: 11
- DOI
  https://www.frontiersin.org/articles/10.3389/frobt.2024.1329270
- 査読あり
[雑誌論文] Delineating neural contributions to electroencephalogram-based speech decoding2024
- 著者名
  M Sato, Y Kabe, S Nobe, A Yoshida, M Inoue, M Shimizu, K Tomeoka, S Sasai
- 雑誌名
  
  bioRxiv
- DOI
  https://doi.org/10.1101/2024.05.09.591996
[雑誌論文] East Asian Perspective of Responsible Research and Innovation in Neurotechnology2024
- 著者名
  福士珠美
- 雑誌名
  
  IBRO Neuroscience Reports
- DOI
  10.1016/j.ibneur.2024.04.009
[雑誌論文] Neurofeedback modulation of insula activity via MEG Brain-Machine Interface: a double-blind cross-over randomized controlled trial2024
- 著者名
  Yuhao Wang, Ryohei Fukuma, Ben Seymour, Huixiang Yang, Haruhiko Kishima, Takufumi Yanagisawa
- 雑誌名
  
  Communications Biology
- DOI
  https://doi.org/10.21203/rs.3.rs-4299129/v1
- 査読あり
[雑誌論文] Is my" red" your" red"?: Unsupervised alignment of qualia structures via optimal transport2024
- 著者名
  Genji Kawakita, Ariel Mikhael Zeleznikow-Johnston, Ken Takeda, Naotsugu Tsuchiya, Masafumi Oizumi
- 雑誌名
  
  ICLR 2024 Workshop on Representational Alignment,
- DOI
  https://openreview.net/forum?id=4kY8ziFgGy&noteId=4kY8ziFgGy
- 査読あり
[雑誌論文] Unsupervised alignment reveals structural commonalities and differences in neural representations of natural scenes across individuals and brain areas2024
- 著者名
  Ken Takeda, Kota Abe, Jun Kitazono, Masafumi Oizumi
- 雑誌名
  
  ICLR 2024 workshop
- DOI
  https://openreview.net/forum?id=weMVRTwlhA
- 査読あり
[雑誌論文] Koopman Operator Based Dynamical Similarity Analysis for Data-driven Quantification of Distance between Dynamics2024
- 著者名
  Shunsuke Kamiya, Jun Kitazono, Masafumi Oizumi
- 雑誌名
  
  ICLR 2024 Workshop on Representational Alignment,
- DOI
  https://openreview.net/forum?id=cfO9qeHrKU
- 査読あり
[雑誌論文] Design and Evaluation of a Global Workspace Agent Embodied in a Realistic Multimodal Environment2024
- 著者名
  Rousslan Fernand Julien Dossa, Kai Arulkumaran, Arthur Juliani, Shuntaro Sasai and Ryota Kanai
- 雑誌名
  
  Frontiers in Computational Neuroscience
  
  巻: 18
- DOI
  https://doi.org/10.3389/fncom.2024.1352685
- 査読あり / 国際共著
[雑誌論文] Scaling Law in Neural Data: Non-Invasive Speech Decoding with 175 Hours of EEG Data2024
- 著者名
  M Sato, K Tomeoka, I Horiguchi, K Arulkumaran, R Kanai, S Sasai
- 雑誌名
  
  arXiv
- DOI
  https://doi.org/10.48550/arXiv.2407.07595
[雑誌論文] Gromov-Wasserstein unsupervised alignment reveals structural correspondences between the color similarity structures of humans and large language models2024
- 著者名
  Genji Kawakita, Ariel Mikhael Zeleznikow-Johnston, Naotsugu Tsuchiya, Masafumi Oizumi
- 雑誌名
  
  Scientific Reports
  
  巻: 14 号: 15917
- DOI
  https://doi.org/10.1038/s41598-024-65604-1
- 査読あり
[雑誌論文] Decline in sensory integration in old age: evidence from a virtual reality task, and its functional brain connectivity correlates.2024
- 著者名
  稲垣慧,松浦寛和,櫻井一樹,Minati Ludovico,吉村奈津江
- 雑誌名
  
  Brain Sciences
- DOI
  https://doi.org/10.3390/brainsci14080840
- 査読あり
[雑誌論文] Homogenization of word relationships in schizophrenia: Topological analysis of cortical semantic representations2024
- 著者名
  Ryusuke Hayashi, Shizuo Kaji, Yukiko Matsumoto, Satoshi Nishida, Shinji Nishimoto, Hidehiko Takahashi
- 雑誌名
  
  Psychiatry and Clinical Neuroscience
  
  巻: on line ページ: 1-9
- DOI
  https://onlinelibrary.wiley.com/doi/full/10.1111/pcn.13727
- 査読あり
[雑誌論文] Commonalities and variations in emotion representation across modalities and brain regions2024
- 著者名
  Hiroaki Kiyokawa and Ryusuke Hayashi
- 雑誌名
  
  Scientific Reports
  
  巻: 14 号: 20992 ページ: 1-13
- DOI
  https://doi.org/10.1038/s41598-024-71690-y
- 査読あり
[雑誌論文] The self can be associated with novel faces of in-group and out-group members: A cross-cultural study.2024
- 著者名
  Dalmaso, M., Vicovaro, M., Sarodo, A., Watanabe, K.
- 雑誌名
  
  Consciousness and Cognition
  
  巻: 125 号: N/A ページ: 103764-103764
- DOI
  10.1016/j.concog.2024.103764
- 査読あり / 国際共著
[雑誌論文] Time-dependent neural arbitration between cue associative and episodic fear memories2024
- 著者名
  Aurelio Cortese, Ryu Ohata, Maria Alemany, Norimichi Kitagawa, Hiroshi Imamizu, Ai Koizumi
- 雑誌名
  
  Nature Communications
- DOI
  https://doi.org/10.1038/s41467-024-52733-4
- 査読あり / 国際共著
[雑誌論文] ProcBench: Benchmark for Multi-Step Reasoning and Following Procedure2024
- 著者名
  Ippei Fujisawa; Sensho Nobe; Hiroki Seto; Rina Onda; Yoshiaki Uchida; Hiroki Ikoma; Pei-Chun Chien; Ryota Kanai
- 雑誌名
  
  arXiv
- DOI
  https://doi.org/10.48550/arXiv.2410.03117
[雑誌論文] Decomposing thermodynamic dissipation of linear Langevin systems via oscillatory modes and its application to neural dynamics2024
- 著者名
  Daiki Sekizawa, Sosuke Ito, Masafumi Oizumi
- 雑誌名
  
  Physical Review X,
  
  巻: 14(4) 号: 41003
- DOI
  https://doi.org/10.1103/PhysRevX.14.041003
- 査読あり
[雑誌論文] Multi-scale hierarchical brain regions detect individual and interspecies variations of structural connectivity in macaque monkeys and humans2024
- 著者名
  Kazuya Ouchi, Daisuke Yoshimaru, Aya Takemura, Shinya Yamamoto, Ryusuke Hayashi, Noriyuki Higo, Makoto Obara, Yasuko Sugase-Miyamoto, Tomokazu Tsurugizawa
- 雑誌名
  
  Neuroimage
  
  巻: 302 号: 120901 ページ: 1-9
- DOI
  https://doi.org/10.1016/j.neuroimage.2024.120901
- 査読あり
[雑誌論文] Unsupervised Method for Representation Transfer from One Brain to Another2024
- 著者名
  Daiki Nakamura, Shizuo Kaji, Ryota Kanai, Ryusuke Hayashi
- 雑誌名
  
  Frontiers in Neuroinformatics
  
  巻: 18 号: 1470845 ページ: 1-14
- DOI
  https://doi.org/10.3389/fninf.2024.1470845
- 査読あり
[雑誌論文] ブレインテックと行政法—脳神経情報を利用して行政活動が行われる時代における行政法総論、行政救済法、行政規制等の検討2024
- 著者名
  松尾剛行
- 雑誌名
  
  一橋法学
  
  巻: 49 号: 3 ページ: 31
[雑誌論文] Future spinal reflex is embedded in primary motor cortex output2024
- 著者名
  Umeda T, Yokoyama O, Suzuki M, Kaneshige M, Isa T,Nishimura Y.
- 雑誌名
  
  Science Advances
  
  巻: 10 ページ: 51
- DOI
  doi: 10.1126/sciadv.adq4194.
- 査読あり
[雑誌論文] Sheet-Type Sensor System for Microsignal Acquisition and Remote Healthcare2024
- 著者名
  Teppei Araki
- 雑誌名
  
  Proceedings of the International Display Workshops
  
  巻: 31 ページ: 1297-1300
- 査読あり
[雑誌論文] Neurofeedback-induced desynchronization of sensorimotor rhythm elicits pre-movement downregulation of intracortical inhibition that shortens simple reaction time in humans: A double-blind, sham-controlled randomized study2024
- 著者名
  Muraoka Y, Iwama S, Ushiba J
- 雑誌名
  
  Imaging Neuroscience
  
  巻: (2024) 2
- DOI
  10.1162/imag_a_00383
- 査読あり
[雑誌論文] Sense of Object Ownership Changes with Sense of Agency2024
- 著者名
  Sasaki, K., Watanabe, K., Yamada, Y.
- 雑誌名
  
  Journal of Experimental Psychology: Human Perception and Performance
  
  巻: 51 号: 1 ページ: 50-69
- DOI
  https://doi.org/10.1037/xhp0001253
- 査読あり
[雑誌論文] Surmounting the ceiling effect of motor expertise by novel sensory experience with a hand exoskeleton2024
- 著者名
  Shinichi Furuya, Takanori Oku, Hayato Nishioka, Masato Hirano
- 雑誌名
  
  Science Robotics
  
  巻: 10 号: 98 ページ: eadn3802
- DOI
  DOI: 10.1126/scirobotics.adn3802
- 査読あり
[雑誌論文] Digital twin brain simulator for real-time consciousness monitoring and virtual intervention using primate electrocorticogram data2024
- 著者名
  Yuta Takahashi, Hayato Idei, Misako Komatsu, Jun Tani, Hiroaki Tomita & Yuichi Yamashita
- 雑誌名
  
  npj Digital Medicine
  
  巻: 8 号: 80
- DOI
  10.1038/s41746-025-01444-1
- 査読あり
[雑誌論文] Association of bidirectional network cores in the brain with perceptual awareness and cognition2024
- 著者名
  Tomoya Taguchi, Jun Kitazono, Shuntaro Sasai, Masafumi Oizumi
- 雑誌名
  
  The Journal of Neuroscienc,
- DOI
  https://doi.org/10.1523/JNEUROSCI.0802-24.2025
- 査読あり
[雑誌論文] Quantifying state-dependent control properties of brain dynamics from perturbation responses2024
- 著者名
  Shikauchi, Yumi, Mitsuaki Takemi, Leo Tomasevic, Jun Kitazono, Hartwig R. Siebner, and Masafumi Oizumi
- 雑誌名
  
  bioRxiv
- DOI
  https://doi.org/10.1101/2025.02.18.638784
[雑誌論文] Human cooperation with artificial agents varies across countries2024
- 著者名
  Jurgis Karpus Risako Shirai, Julia Tovar Verba, Rickmer Schulte, Maximilian Weigert, Bahador Bahrami, Katsumi Watanabe, Ophelia Deroy
- 雑誌名
  
  Scientific Reports
  
  巻: 15 号: N/A ページ: 10000-10000
- DOI
  10.1038/s41598-025-92977-8
- 査読あり / 国際共著
[雑誌論文] Transcranial electrical stimulation for memory enhancement: A systematic review and meta-analysis2024
- 著者名
  Yujin Goto, Ryoji Onagawa, Mitsuaki Takemi, Keiichi Ishikawa, Suzuka Narukawa, Kaoru Amano, Koichi Hosomi
- 雑誌名
  
  bioRxiv
- DOI
  https://doi.org/10.1101/2025.03.17.643623
[雑誌論文] Systematic review and meta-analysis of the effects of transcranial electric stimulation on sleep in healthy adults2024
- 著者名
  Hiroki Takeuchi, Yuki Motomura, Ayako Imamura, Mitsuaki Takemi, Koichi Hosomi, Akifumi Kishi
- 雑誌名
  
  medRxiv
- DOI
  https://doi.org/10.1101/2025.03.30.25324699
[雑誌論文] Abnormal Synchronization Between Cortical Delta Power and Ripples in Hippocampal Sclerosis2024
- 著者名
  Takamitsu Iwata, Hui Ming Khoo,Takufumi Yanagisawa,Ryohei,Fukuma,Yuji Ikegaya,Satoru Oshino,Naoki Tani,Hidenori Sugano, Yasushi Iimura,Hiroharu Suzuki,Haruhiko Kishima
- 雑誌名
  
  Annals of Clinical and Translational Neurology
- DOI
  https://doi.org/10.1002/acn3.70032
- 査読あり
[雑誌論文] A streaming brain-to-voice neuroprosthesis to restore naturalistic communication2024
- 著者名
  Kaylo Littlejohn , Cheol Jun Cho , Jessie Liu , Alexander Silva , Bohan Yu , Vanessa Anderson , Cady Kurtz-Miott , Samantha Brosler , Anshul Kashyap , Irina Hallinan , Adit Shah , Adelyn Tu-Chan , Karunesh Ganguly , David Moses , Edward Chang
- 雑誌名
  
  Nature Neuroscience
  
  巻: n/a 号: n/a ページ: n/a-n/a
- DOI
  10.1038/s41593-025-01905-6
- 査読あり
[雑誌論文] ブレインテックと手続法-民事訴訟法、刑事訴訟法を中心に2024
- 著者名
  松尾剛行
- 雑誌名
  
  学習院法務研究
  
  号: 19 ページ: 13
[雑誌論文] Is my “red” your “red”?: Evaluating structural correspondences between color similarity judgments using unsupervised alignment2024
- 著者名
  Genji Kawakita, Ariel Mikhael Zeleznikow-Johnston, Ken Takeda, Naotsugu Tsuchiya, Masafumi Oizumi
- 雑誌名
  
  iScience,
- DOI
  10.1016/j.isci.2025.112029
- 査読あり
[雑誌論文] Unsupervised Neuronal Matching with Spontaneous Neuronal Activity2024
- 著者名
  Shusnuke Kamiya, Taiga Mitamura, Muneki Ikeda, Masafumi Oizumi
- 雑誌名
  
  ICLR 2025
- DOI
  https://openreview.net/forum?id=qAgQqVVwq9
- 査読あり
[雑誌論文] Designing optimal perturbation inputs for system identification in neuroscience.2024
- 著者名
  Mikito Ogino, Daiki Sekizawa, Jun Kitazono, Masafumi Oizumi
- 雑誌名
  
  bioRxiv
- DOI
  https://doi.org/10.1101/2025.03.02.641008

身体的能力と知覚能力の拡張による身体の制約からの解放

研究代表者

金井 良太 株式会社国際電気通信基礎技術研究所, 事業開発室, 担当部長

報告書

主な研究成果

[雑誌論文] Self-supervised learning facilitates neural representation structures that can be unsupervisedly aligned to human behaviors2024

著者名

雑誌名

DOI

[雑誌論文] Text and Image Generation from Intracranial Electroencephalography Using an Embedding Space for Text and Images2024

著者名

雑誌名

DOI

[雑誌論文] Hippocampal sharp-wave ripples correlate with periods of naturally occurring self-generated thoughts in humans2024

著者名

雑誌名

DOI

[雑誌論文] Fast, accurate, and interpretable decoding of electrocorticographic signals using dynamic mode decomposition2024

著者名

雑誌名

DOI

[雑誌論文] A Comparison of Visual and Auditory EEG Interfaces for Robot Multi-stage Task Control2024

著者名

雑誌名

DOI

[雑誌論文] Delineating neural contributions to electroencephalogram-based speech decoding2024

著者名

雑誌名

DOI

[雑誌論文] East Asian Perspective of Responsible Research and Innovation in Neurotechnology2024

著者名

雑誌名

DOI

[雑誌論文] Neurofeedback modulation of insula activity via MEG Brain-Machine Interface: a double-blind cross-over randomized controlled trial2024

著者名

雑誌名

DOI

[雑誌論文] Is my" red" your" red"?: Unsupervised alignment of qualia structures via optimal transport2024

著者名

雑誌名

DOI

[雑誌論文] Unsupervised alignment reveals structural commonalities and differences in neural representations of natural scenes across individuals and brain areas2024

著者名

雑誌名

DOI

[雑誌論文] Koopman Operator Based Dynamical Similarity Analysis for Data-driven Quantification of Distance between Dynamics2024

著者名

雑誌名

DOI

[雑誌論文] Design and Evaluation of a Global Workspace Agent Embodied in a Realistic Multimodal Environment2024

著者名

雑誌名

DOI

[雑誌論文] Scaling Law in Neural Data: Non-Invasive Speech Decoding with 175 Hours of EEG Data2024

著者名

雑誌名

DOI

[雑誌論文] Gromov-Wasserstein unsupervised alignment reveals structural correspondences between the color similarity structures of humans and large language models2024

著者名

雑誌名

DOI

[雑誌論文] Decline in sensory integration in old age: evidence from a virtual reality task, and its functional brain connectivity correlates.2024

著者名

雑誌名

DOI

[雑誌論文] Homogenization of word relationships in schizophrenia: Topological analysis of cortical semantic representations2024

著者名

雑誌名

DOI

[雑誌論文] Commonalities and variations in emotion representation across modalities and brain regions2024

著者名

雑誌名

DOI

[雑誌論文] The self can be associated with novel faces of in-group and out-group members: A cross-cultural study.2024

著者名

雑誌名

DOI

[雑誌論文] Time-dependent neural arbitration between cue associative and episodic fear memories2024

著者名

雑誌名

金井良太株式会社国際電気通信基礎技術研究所, 事業開発室, 担当部長