大阪大学大学院医学系研究科 健康スポーツ科学講座 神経情報学教室／Yanagisawa Lab 大阪大学大学院医学系研究科 健康スポーツ科学講座 神経情報学教室／Yanagisawa Lab

JPEN

福間 良平
Ryohei Fukuma

特任講師

福間 良平

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英語原著

  1. Hikaru Yokoyama, Naotsugu Kaneko, Noboru Usuda, Tatsuya Kato, Hui Ming Khoo, Ryohei Fukuma, Satoru Oshino, Naoki Tani, Haruhiko Kishima, Takufumi Yanagisawa, Kimitaka Nakazawa, M/EEG source localization for both subcortical and cortical sources using a convolutional neural network with a realistic head conductivity model., APL Bioengineering 8(4) 046104-046104 2024年12月
  2. Takamitsu Iwata, Takufumi Yanagisawa, Yuji Ikegaya, Jonathan Smallwood, Ryohei Fukuma, Satoru Oshino, Naoki Tani, Hui Ming Khoo, Haruhiko Kishima, Hippocampal sharp-wave ripples correlate with periods of naturally occurring self-generated thoughts in humans., Nature Communications 15(1) 4078-4078 2024年5月22日
  3. Ryohei Fukuma, Kei Majima, Yoshinobu Kawahara, Okito Yamashita, Yoshiyuki Shiraishi, Haruhiko Kishima, Takufumi Yanagisawa, Fast, accurate, and interpretable decoding of electrocorticographic signals using dynamic mode decomposition., Communications Biology 7(1) 595-595 2024年5月18日
  4. Yuya Ikegawa, Ryohei Fukuma, Hidenori Sugano, Satoru Oshino, Naoki Tani, Kentaro Tamura, Yasushi Iimura, Hiroharu Suzuki, Shota Yamamoto, Yuya Fujita, Shinji Nishimoto, Haruhiko Kishima, Takufumi Yanagisawa, Text and image generation from intracranial electroencephalography using an embedding space for text and images., Journal of Neural Engineering 21 036019 2024年4月22日
  5. Yusuke Watanabe, Yuki Miyazaki, Masahiro Hata, Ryohei Fukuma, Yasunori Aoki, Hiroaki Kazui, Toshihiko Araki, Daiki Taomoto, Yuto Satake, Takashi Suehiro, Shunsuke Sato, Hideki Kanemoto, Kenji Yoshiyama, Ryouhei Ishii, Tatsuya Harada, Haruhiko Kishima, Manabu Ikeda, Takufumi Yanagisawa, A deep learning model for the detection of various dementia and MCI pathologies based on resting-state electroencephalography data: A retrospective multicentre study, Neural Networks 171 242-250 2024年3月
  6. Nobuyuki Izutsu, Takufumi Yanagisawa, Ryohei Fukuma, Haruhiko Kishima, Magnetoencephalographic neurofeedback training decreases β-low-γ phase-amplitude coupling of the motor cortex of healthy adults: A double-blinded randomized crossover feasibility study, Journal of Neural Engineering 20(3) 036005-036005 2023年4月27日
  7. Masahiro Hata, Yusuke Watanabe, Takumi Tanaka, Kimihisa Awata, Yuki Miyazaki, Ryohei Fukuma, Daiki Taomoto, Yuto Satake, Takashi Suehiro, Hideki Kanemoto, Kenji Yoshiyama, Masao Iwase, Shunichiro Ikeda, Keiichiro Nishida, Yoshiteru Takekita, Masafumi Yoshimura, Ryouhei Ishii, Hiroaki Kazui, Tatsuya Harada, Haruhiko Kishima, Manabu Ikeda, Takufumi Yanagisawa, Precise discrimination for multiple etiologies of dementia cases based on deep learning with electroencephalography., Neuropsychobiology 82(2) 81-90 2023年
  8. Takufumi Yanagisawa, Ryohei Fukuma, Ben Seymour, Masataka Tanaka, Okito Yamashita, Koichi Hosomi, Haruhiko Kishima, Yukiyasu Kamitani, Youichi Saitoh, Neurofeedback training without explicit phantom hand movements and hand-like visual feedback to modulate pain: A randomized crossover feasibility trial, The Journal of Pain 23(12) 2080-2091 2022年8月
  9. Yuya Fujita, Takufumi Yanagisawa, Ryohei Fukuma, Natsuko Ura, Satoru Oshino, Haruhiko Kishima, Abnormal phase-amplitude coupling characterizes the interictal state in epilepsy., Journal of Neural Engineering 19(2) 2022年4月6日
  10. Ryohei Fukuma, Takufumi Yanagisawa, Shinji Nishimoto, Hidenori Sugano, Kentaro Tamura, Shota Yamamoto, Yasushi Iimura, Yuya Fujita, Satoru Oshino, Naoki Tani, Naoko Koide-Majima, Yukiyasu Kamitani, Haruhiko Kishima, Voluntary control of semantic neural representations by imagery with conflicting visual stimulation., Communications Biology 5(1) 214-214 2022年3月18日
  11. Masataka Tanaka, Takufumi Yanagisawa, Ryohei Fukuma, Naoki Tani, Satoru Oshino, Masahito Mihara, Noriaki Hattori, Yuta Kajiyama, Ryota Hashimoto, Manabu Ikeda, Hideki Mochizuki, Haruhiko Kishima, Magnetoencephalography detects phase-amplitude coupling in Parkinson’s disease., Scientific Reports 12(1) 1835-1835 2022年2月3日
  12. Shota Yamamoto, Takufumi Yanagisawa, Ryohei Fukuma, Satoru Oshino, Naoki Tani, Hui Ming Khoo, Kohtaroh Edakawa, Maki Kobayashi, Masataka Tanaka, Yuya Fujita, Haruhiko Kishima, Data-driven electrophysiological feature based on deep learning to detect epileptic seizures, Journal of Neural Engineering 18(5) 056040-056040 2021年9月3日
  13. Takufumi Yanagisawa, Ryohei Fukuma, Ben Seymour, Masataka Tanaka, Koichi Hosomi, Okito Yamashita, Haruhiko Kishima, Yukiyasu Kamitani, Youichi Saitoh, BCI training to move a virtual hand reduces phantom limb pain: A randomized crossover trial., Neurology 95(4) e417-e426 2020年7月16日
  14. Yoshiyuki Shiraishi, Yoshinobu Kawahara, Okito Yamashita, Ryohei Fukuma, Shota Yamamoto, Youichi Saitoh, Haruhiko Kishima, Takufumi Yanagisawa, Neural decoding of electrocorticographic signals using dynamic mode decomposition., Journal of Neural Engineering 17(3) 036009-036009 2020年4月14日
  15. Ryohei Fukuma, Takufumi Yanagisawa, Manabu Kinoshita, Takashi Shinozaki, Hideyuki Arita, Atsushi Kawaguchi, Masamichi Takahashi, Yoshitaka Narita, Yuzo Terakawa, Naohiro Tsuyuguchi, Yoshiko Okita, Masahiro Nonaka, Shusuke Moriuchi, Masatoshi Takagaki, Yasunori Fujimoto, Junya Fukai, Shuichi Izumoto, Kenichi Ishibashi, Yoshikazu Nakajima, Tomoko Shofuda, Daisuke Kanematsu, Ema Yoshioka, Yoshinori Kodama, Masayuki Mano, Kanji Mori, Koichi Ichimura, Yonehiro Kanemura, Haruhiko Kishima, Prediction of IDH and TERT promoter mutations in low-grade glioma from magnetic resonance images using a convolutional neural network., Scientific Reports 9(1) 20311-20311 2019年12月30日
  16. Jo Aoe, Ryohei Fukuma, Takufumi Yanagisawa, Tatsuya Harada, Masataka Tanaka, Maki Kobayashi, You Inoue, Shota Yamamoto, Yuichiro Ohnishi, Haruhiko Kishima, Automatic diagnosis of neurological diseases using MEG signals with a deep neural network., Scientific Reports 9(1) 5057 2019年3月
  17. Ryohei Fukuma, Takufumi Yanagisawa, Masataka Tanaka, Fumiaki Yoshida, Koichi Hosomi, Satoru Oshino, Naoki Tani, Haruhiko Kishima, Real-Time Neurofeedback to Modulate β-Band Power in the Subthalamic Nucleus in Parkinson’s Disease Patients., eNeuro 5(6) 2018年11月
  18. Takufumi Yanagisawa, Ryohei Fukuma, Ben Seymour, Koichi Hosomi, Haruhiko Kishima, Takeshi Shimizu, Hiroshi Yokoi, Masayuki Hirata, Toshiki Yoshimine, Yukiyasu Kamitani, Youichi Saitoh, MEG-BMI to control phantom limb pain., Neurologia medico-chirurgica 58(8) 327-333 2018年8月15日
  19. Ryohei Fukuma, Takufumi Yanagisawa, Hiroshi Yokoi, Masayuki Hirata, Toshiki Yoshimine, Youichi Saitoh, Yukiyasu Kamitani, Haruhiko Kishima, Training in use of brain-machine interface-controlled robotic hand improves accuracy decoding two types of hand movements., Frontiers in Neuroscience 12 478-478 2018年
  20. Shinji Nishimoto, Ryohei Fukuma, Takufumi Yanagisawa, Haruhiko Kishima, Quantitative understanding of how the brain sees the world: Present status and future outlook, Japanese Journal of Neurosurgery 27(12) 896-903 2018年
  21. Yasuhiko Nakanishi, Takufumi Yanagisawa, Duk Shin, Hiroyuki Kambara, Natsue Yoshimura, Masataka Tanaka, Ryohei Fukuma, Haruhiko Kishima, Masayuki Hirata, Yasuharu Koike, Mapping ECoG channel contributions to trajectory and muscle activity prediction in human sensorimotor cortex, Scientific Reports 7 45486 2017年3月
  22. Takufumi Yanagisawa, Ryohei Fukuma, Ben Seymour, Koichi Hosomi, Haruhiko Kishima, Takeshi Shimizu, Hiroshi Yokoi, Masayuki Hirata, Toshiki Yoshimine, Yukiyasu Kamitani, Youichi Saitoh, Induced sensorimotor brain plasticity controls pain in phantom limb patients, Nature Communications 7 13209 2016年10月
  23. Kohtaroh Edakawa, Takufumi Yanagisawa, Haruhiko Kishima, Ryohei Fukuma, Satoru Oshino, Hui Ming Khoo, Maki Kobayashi, Masataka Tanaka, Toshiki Yoshimine, Detection of epileptic seizures using phase-amplitude coupling in intracranial electroencephalography, Scientific Reports 6 25422 2016年5月
  24. Ryohei Fukuma, Takufumi Yanagisawa, Youichi Saitoh, Koichi Hosomi, Haruhiko Kishima, Takeshi Shimizu, Hisato Sugata, Hiroshi Yokoi, Masayuki Hirata, Yukiyasu Kamitani, Toshiki Yoshimine, Real-time control of a neuroprosthetic hand by magnetoencephalographic signals from paralysed patients, Scientific Reports 6 21781 2016年2月
  25. Misaki Nakamura, Takufumi Yanagisawa, Yumiko Okamura, Ryohei Fukuma, Masayuki Hirata, Toshihiko Araki, Yukiyasu Kamitani, Shiro Yorifuji, Categorical discrimination of human body parts by magnetoencephalography, Frontiers in Human Neuroscience 9 609 2015年11月
  26. Ryohei Fukuma, Takufumi Yanagisawa, Shiro Yorifuji, Ryu Kato, Hiroshi Yokoi, Masayuki Hirata, Youichi Saitoh, Haruhiko Kishima, Yukiyasu Kamitani, Toshiki Yoshimine, Closed-loop control of a neuroprosthetic hand by magnetoencephalographic signals, PLOS One 10(7) e0131547 2015年7月
  27. Yasuhiko Nakanishi, Takufumi Yanagisawa, Duk Shin, Chao Chen, Hiroyuki Kambara, Natsue Yoshimura, Ryohei Fukuma, Haruhiko Kishima, Masayuki Hirata, Yasuharu Koike, Decoding fingertip trajectory from electrocorticographic signals in humans, Neuroscience Research 85 20-27 2014年8月
  28. Takufumi Yanagisawa, Masayuki Hirata, Youichi Saitoh, Haruhiko Kishima, Kojiro Matsushita, Tetsu Goto, Ryohei Fukuma, Hiroshi Yokoi, Yukiyasu Kamitani, Toshiki Yoshimine, Electrocorticographic control of a prosthetic hand in paralyzed patients ecog control of a prosthetic hand, Biosystems and Biorobotics 6 95-103 2014年
  29. Yasuhiko Nakanishi, Takufumi Yanagisawa, Duk Shin, Ryohei Fukuma, Chao Chen, Hiroyuki Kambara, Natsue Yoshimura, Masayuki Hirata, Toshiki Yoshimine, Yasuharu Koike, Prediction of three-dimensional arm trajectories based on ECoG signals recorded from human sensorimotor cortex, PLOS One 8(8) e72085 2013年8月
  30. Takufumi Yanagisawa, Masayuki Hirata, Youichi Saitoh, Haruhiko Kishima, Kojiro Matsushita, Tetsu Goto, Ryohei Fukuma, Hiroshi Yokoi, Yukiyasu Kamitani, Toshiki Yoshimine, Electrocorticographic control of a prosthetic arm in paralyzed patients, Annals of Neurology 71(3) 353-361 2012年3月
  31. Takufumi Yanagisawa, Masayuki Hirata, Youichi Saitoh, Tetsu Goto, Haruhiko Kishima, Ryohei Fukuma, Hiroshi Yokoi, Yukiyasu Kamitani, Toshiki Yoshimine, Real-time control of a prosthetic hand using human electrocorticography signals, Journal of Neurosurgery 114(6) 1715-1722 2011年6月
  32. Takufumi Yanagisawa, Masayuki Hirata, Youichi Saitoh, Haruhiko Kishima, Tetsu Goto, Ryohei Fukuma, Hiroshi Yokoi, Yukiyasu Kamitani, Toshiki Yoshimine, Prosthetic arm control by paralyzed patients using electrocorticograms, Neuroscience Research 68 E83-E83 2010年
  33. Toshiki Yoshimine, Masayuki Hirata, Takuhumi Yanagisawa, Tetsu Goto, Youichi Saitoh, Haruhiko Kishima, Hiroshi Yokoi, Yukiyasu Kamitani, Ryohei Fukuma, ECoG-based brain-machine interface, Neuroscience Research 65 S33-S33 2009年
  34. Takufumi Yanagisawa, Masayuki Hirata, Youichi Saitoh, Tetsu Goto, Ryohei Fukuma, Haruhiko Kishima, Hiroshi Yokoi, Yukiyasu Kamitani, Toshiki Yoshimine, Real time cortical control of a prosthetic hand using electrocorticogram (ECoG), Neuroscience Research 65 S49-S49 2009年
  35. Takufumi Yanagisawa, Masayuki Hirata, Youichi Saitoh, Amami Kato, Ryohei Fukuma, Yukiyasu Kamitani, Toshiki Yoshimine, Brain-computer interface based on gyral and intrasulcal electrocorticograms, Neuroscience Research 61 S54-S54 2008年
 

外部資金

  1. 科研費　若手研究、皮質脳波の非線形ダイナミクスを用いたリアルタイム脳情報解読、代表、2022年4月-2024年3月
  2. 科研費　若手研究、皮質脳波ビッグデータと深層学習を用いた視覚認知内容推定精度の向上、代表、2020年4月-2022年3月
 

英語著書

  1. Ryohei Fukuma, Takufumi Yanagisawa, Shinji Nishimoto, Hidenori Sugano, Kentaro Tamura, Shota Yamamoto, Yasushi Iimura, Yuya Fujita, Satoru Oshino, Naoki Tani, Naoko Koide-Majima, Yukiyasu Kamitani, Haruhiko Kishima, Closed-Loop Control of Images Based on Electrocorticogram Decoding in Visual Semantic Space., Brain-Computer Interface Research: A State-of-the-Art Summary 11 41-48 2024年1月1日
  2. Takufumi Yanagisawa, Ryohei Fukuma, Ben Seymour, Koichi Hosomi, Haruhiko Kishima, Takeshi Shimizu, Hiroshi Yokoi, Masayuki Hirata, Toshiki Yoshimine, Yukiyasu Kamitani, Youichi Saitoh, Using a BCI Prosthetic Hand to Control Phantom Limb Pain., Brain-Computer Interface Research – A State-of-the-Art Summary 7 43-52 2019年
 

日本語著書

  1. 福間良平, 想像で画像を制御する ブレイン・コンピュータ・インターフェース, 現代化学2022年10月号
  2. 福間良平, 脳で想像したものと「同じ意味」の画像を表示 ─頭蓋内脳波を使い想像によって画像を制御する新技術─, 自動車技術 2022年12月号
 

特許

  1. 国際出願 PCT/JP2020/015969・情報処理装置、判定方法、および判定プログラム、柳澤琢史、原田達也、福間良平、貴島晴彦、石井良平、畑真弘、池田学、田中匠、青江丈、国立大学法人大阪大学、国立大学法人東京大学、2020年4月9日、特許第7653688号、登録日2025年3月21日
  2. 国際出願 PCT/JP2019/22113・栁澤琢史、福間良平、貴島晴彦、西本伸志、想起画像推定装置、想起画像推定方法、制御プログラム、記録媒体、国立大学法人大阪大学・国立研究開発法人情報通信研究機構、出願日2019年6年4日、特許7352914、登録日2023年9月21日
  3. 栁澤琢史、福間良平、齋藤洋一、吉峰俊樹、神谷之康、脳活動訓練システム及び脳活動訓練システムの作動方法、特開2017-127499、公開日2017年7月27日、出願日2016年1月20日、特許第6755507号、出願番号2016-009279、登録日2020年8月28日
  4. 貴島晴彦、吉峰俊樹、栁澤琢史、枝川光太朗、福間良平、Cross-frequency couplingによるてんかん発作検出、K20150224、特願2016-8301、出願日2016年9月27日、登録日2019年11月22日、第6618154
  5. Hirata M, Yanagisawa T, Kamitani Y, Yokoi H, Yoshimine T, Goto T, Fukuma R, Kato R、Machine control device, machine system, machine control method, and recording medium storing machine control program、米国特許、出願人 The University of Osaka, ATR, The University of Tokyo、米国特許、米国出願番号 12/799,840、出願日2010年5月3日、公開US 2011/0218453 A1、取得　US8396546、取得日2013年3月12日
  6. 平田雅之、栁澤琢史、神谷之康、横井浩史、吉峰俊樹、後藤哲、福間良平、加藤龍　機器制御装置、機器システム、機器制御方法、機器制御プログラム、および記録媒体、国内特許、出願人 国立大学法人大阪大学、株式会社国際電気通信基礎技術研究所、国立大学法人東京大学、国内特許、特願2010-049814、出願日2010年3月5日、特開2011-186667、公開日2011年9月22日、取得5467267、取得日2014年2月7日