間島 慶

Last Update: 2019/06/13 14:03:43

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Name(Kanji/Kana/Abecedarium Latinum)
間島 慶/マジマ ケイ/Majima, Kei
Primary Affiliation(Org1/Job title)
Graduate Schools Informatics/Assistant Professor
Faculty
Org1 Job title
総合人間学部
Concurrent Affiliation
Org1 Job title
Center for the Promotion of Interdisciplinary Education and Research (C-PiER)
Academic Degree
Field(Japanese) Field(English) University(Japanese) University(English) Method
修士(理学) 奈良先端科学技術大学院大学 Nara Institute of Science and Technology
博士(理学) 奈良先端科学技術大学院大学 Nara Institute of Science and Technology
Graduate School
University(Japanese) University(English) Faculty(Japanese) Faculty(English) Major(Japanese) Major(English) Degree
奈良先端科学技術大学院大学 Nara Institute of Science and Technology 情報科学研究科情報生命科学専攻博士前期課程 修了
奈良先端科学技術大学院大学 Nara Institute of Science and Technology 情報科学研究科情報科学専攻博士後期課程 修了
Undergraduate School / Major(s)
University(Japanese) University(English) Faculty(Japanese) Faculty(English) Major(s)(Japanese) Major(s)(English) Degree
京都大学 Kyoto University 理学部理学科 Science Science 卒業
High School
Highschool Kana
土浦第一高等学校 Tsuchiura First High School
Work Experience
Period Organization(Japanese) Organization(English) Job title(Japanese) Job title(English)
2011/04/01-2013/03/31 日本学術振興会特別研究員 Japan Society for Promotion of Science 日本学術振興会特別研究員(DC1) JSPD Research Fellow (DC1)
2014/04/01-2014/08/31 ATR脳情報研究所 ATR Computational Neuroscience Laboratories 研究員 Researcher
ORCID ID
https://orcid.org/0000-0002-2405-4113
researchmap URL
https://researchmap.jp/majima
Research Topics
(Japanese)
脳情報デコーディング、ブレイン–マシン・インターフェース、機械学習、信号処理
(English)
Neural decoding, Brain–machine interface, Machine learning, Signal processing
Overview of the research
(Japanese)
機能的磁気共鳴画像法(fMRI)、皮質脳波、カルシウムイメージング、細胞外電極などにより計測された神経活動から情報を読み出すための機械学習手法・信号処理手法の開発を行っています。
(English)
I am engaged in development and application of machine learning algorithms to extract information from neural activity measured by functional magnetic resonance imaging, electrocorticography, calcium imaging, and unit recording.
Published Papers
Author Author(Japanese) Author(English) Title Title(Japanese) Title(English) Bibliography Bibliography(Japanese) Bibliography(English) Publication date Refereed paper Language Publishing type Disclose
Shen G, Horikawa T, Majima K, Kamitani Y Shen G, Horikawa T, Majima K, Kamitani Y Shen G, Horikawa T, Majima K, Kamitani Y Deep image reconstruction from human brain activity. Deep image reconstruction from human brain activity. Deep image reconstruction from human brain activity. PLoS computational biology, 15, 1, e1006633 PLoS computational biology, 15, 1, e1006633 PLoS computational biology, 15, 1, e1006633 2019/01 Refereed Disclose to all
Shen G, Dwivedi K, Majima K, Horikawa T, Kamitani Y Shen G, Dwivedi K, Majima K, Horikawa T, Kamitani Y Shen G, Dwivedi K, Majima K, Horikawa T, Kamitani Y End-to-End Deep Image Reconstruction From Human Brain Activity. End-to-End Deep Image Reconstruction From Human Brain Activity. End-to-End Deep Image Reconstruction From Human Brain Activity. Frontiers in computational neuroscience, 13, 21 Frontiers in computational neuroscience, 13, 21 Frontiers in computational neuroscience, 13, 21 2019 Refereed Disclose to all
Miyakawa N, Majima K, Sawahata H, Kawasaki K, Matsuo T, Kotake N, Suzuki T, Kamitani Y, Hasegawa I Miyakawa N, Majima K, Sawahata H, Kawasaki K, Matsuo T, Kotake N, Suzuki T, Kamitani Y, Hasegawa I Miyakawa N, Majima K, Sawahata H, Kawasaki K, Matsuo T, Kotake N, Suzuki T, Kamitani Y, Hasegawa I Heterogeneous Redistribution of Facial Subcategory Information Within and Outside the Face-Selective Domain in Primate Inferior Temporal Cortex. Heterogeneous Redistribution of Facial Subcategory Information Within and Outside the Face-Selective Domain in Primate Inferior Temporal Cortex. Heterogeneous Redistribution of Facial Subcategory Information Within and Outside the Face-Selective Domain in Primate Inferior Temporal Cortex. Cerebral cortex (New York, N.Y. : 1991), 28, 4, 1416-1431 Cerebral cortex (New York, N.Y. : 1991), 28, 4, 1416-1431 Cerebral cortex (New York, N.Y. : 1991), 28, 4, 1416-1431 2018/04 Refereed Disclose to all
Satake E, Majima K, Aoki SC, Kamitani Y Satake E, Majima K, Aoki SC, Kamitani Y Satake E, Majima K, Aoki SC, Kamitani Y Sparse Ordinal Logistic Regression and Its Application to Brain Decoding. Sparse Ordinal Logistic Regression and Its Application to Brain Decoding. Sparse Ordinal Logistic Regression and Its Application to Brain Decoding. Frontiers in neuroinformatics, 12, 51 Frontiers in neuroinformatics, 12, 51 Frontiers in neuroinformatics, 12, 51 2018 Refereed Disclose to all
Majima K, Sukhanov P, Horikawa T, Kamitani Y Majima K, Sukhanov P, Horikawa T, Kamitani Y Majima K, Sukhanov P, Horikawa T, Kamitani Y Position Information Encoded by Population Activity in Hierarchical Visual Areas. Position Information Encoded by Population Activity in Hierarchical Visual Areas. Position Information Encoded by Population Activity in Hierarchical Visual Areas. eNeuro, 4, 2 eNeuro, 4, 2 eNeuro, 4, 2 2017/03 Refereed Disclose to all
Hasegawa M, Majima K, Itokazu T, Maki T, Albrecht UR, Castner N, Izumo M, Sohya K, Sato TK, Kamitani Y, Sato TR Hasegawa M, Majima K, Itokazu T, Maki T, Albrecht UR, Castner N, Izumo M, Sohya K, Sato TK, Kamitani Y, Sato TR Hasegawa M, Majima K, Itokazu T, Maki T, Albrecht UR, Castner N, Izumo M, Sohya K, Sato TK, Kamitani Y, Sato TR Selective Suppression of Local Circuits during Movement Preparation in the Mouse Motor Cortex. Selective Suppression of Local Circuits during Movement Preparation in the Mouse Motor Cortex. Selective Suppression of Local Circuits during Movement Preparation in the Mouse Motor Cortex. Cell reports, 18, 11, 2676-2686 Cell reports, 18, 11, 2676-2686 Cell reports, 18, 11, 2676-2686 2017/03 Refereed Disclose to all
Nakahara K, Adachi K, Kawasaki K, Matsuo T, Sawahata H, Majima K, Takeda M, Sugiyama S, Nakata R, Iijima A, Tanigawa H, Suzuki T, Kamitani Y, Hasegawa I Nakahara K, Adachi K, Kawasaki K, Matsuo T, Sawahata H, Majima K, Takeda M, Sugiyama S, Nakata R, Iijima A, Tanigawa H, Suzuki T, Kamitani Y, Hasegawa I Nakahara K, Adachi K, Kawasaki K, Matsuo T, Sawahata H, Majima K, Takeda M, Sugiyama S, Nakata R, Iijima A, Tanigawa H, Suzuki T, Kamitani Y, Hasegawa I Associative-memory representations emerge as shared spatial patterns of theta activity spanning the primate temporal cortex. Associative-memory representations emerge as shared spatial patterns of theta activity spanning the primate temporal cortex. Associative-memory representations emerge as shared spatial patterns of theta activity spanning the primate temporal cortex. Nature communications, 7, 11827 Nature communications, 7, 11827 Nature communications, 7, 11827 2016/06 Refereed Disclose to all
Takemiya M, Majima K, Tsukamoto M, Kamitani Y Takemiya M, Majima K, Tsukamoto M, Kamitani Y Takemiya M, Majima K, Tsukamoto M, Kamitani Y BrainLiner: A Neuroinformatics Platform for Sharing Time-Aligned Brain-Behavior Data. BrainLiner: A Neuroinformatics Platform for Sharing Time-Aligned Brain-Behavior Data. BrainLiner: A Neuroinformatics Platform for Sharing Time-Aligned Brain-Behavior Data. Frontiers in neuroinformatics, 10, 3 Frontiers in neuroinformatics, 10, 3 Frontiers in neuroinformatics, 10, 3 2016 Refereed Disclose to all
Matsuo T, Kawasaki K, Kawai K, Majima K, Masuda H, Murakami H, Kunii N, Kamitani Y, Kameyama S, Saito N, Hasegawa I Matsuo T, Kawasaki K, Kawai K, Majima K, Masuda H, Murakami H, Kunii N, Kamitani Y, Kameyama S, Saito N, Hasegawa I Matsuo T, Kawasaki K, Kawai K, Majima K, Masuda H, Murakami H, Kunii N, Kamitani Y, Kameyama S, Saito N, Hasegawa I Alternating zones selective to faces and written words in the human ventral occipitotemporal cortex. Alternating zones selective to faces and written words in the human ventral occipitotemporal cortex. Alternating zones selective to faces and written words in the human ventral occipitotemporal cortex. Cerebral cortex (New York, N.Y. : 1991), 25, 5, 1265-1277 Cerebral cortex (New York, N.Y. : 1991), 25, 5, 1265-1277 Cerebral cortex (New York, N.Y. : 1991), 25, 5, 1265-1277 2015/05 Refereed Disclose to all
Kei Majima, Takeshi Matsuo, Keisuke Kawasaki, Kensuke Kawai, Nobuhito Saito, Isao Hasegawa, Yukiyasu Kamitani Kei Majima, Takeshi Matsuo, Keisuke Kawasaki, Kensuke Kawai, Nobuhito Saito, Isao Hasegawa, Yukiyasu Kamitani Kei Majima, Takeshi Matsuo, Keisuke Kawasaki, Kensuke Kawai, Nobuhito Saito, Isao Hasegawa, Yukiyasu Kamitani Decoding visual object categories from temporal correlations of ECoG signals Decoding visual object categories from temporal correlations of ECoG signals Decoding visual object categories from temporal correlations of ECoG signals Neuroimage, 90, 74-83 Neuroimage, 90, 74-83 Neuroimage, 90, 74-83 2014/04 Refereed Research paper(scientific journal) Disclose to all
Yoshida Y, Majima K, Yamada T, Maruno Y, Sakumura Y, Ikeda K Yoshida Y, Majima K, Yamada T, Maruno Y, Sakumura Y, Ikeda K Yoshida Y, Majima K, Yamada T, Maruno Y, Sakumura Y, Ikeda K Experimental comparison of classification methods for key kinase identification for neurite elongation. Experimental comparison of classification methods for key kinase identification for neurite elongation. Experimental comparison of classification methods for key kinase identification for neurite elongation. Conference proceedings : ... Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual Conference, 2013, 3519-3522 Conference proceedings : ... Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual Conference, 2013, 3519-3522 Conference proceedings : ... Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual Conference, 2013, 3519-3522 2013 Refereed Disclose to all
Majima K, Kamitani Y Majima K, Kamitani Y Majima K, Kamitani Y [An outlook on the present and future of brain-machine interface research]. [An outlook on the present and future of brain-machine interface research]. [An outlook on the present and future of brain-machine interface research]. Brain and nerve = Shinkei kenkyu no shinpo, 63, 3, 241-246 Brain and nerve = Shinkei kenkyu no shinpo, 63, 3, 241-246 Brain and nerve = Shinkei kenkyu no shinpo, 63, 3, 241-246 2011/03 Refereed Disclose to all
Haruo Toda, Takafumi Suzuki, Hirohito Sawahata, Kei Majima, Yukiyasu Kamitani, Isao Hasegawa Haruo Toda, Takafumi Suzuki, Hirohito Sawahata, Kei Majima, Yukiyasu Kamitani, Isao Hasegawa Haruo Toda, Takafumi Suzuki, Hirohito Sawahata, Kei Majima, Yukiyasu Kamitani, Isao Hasegawa Simultaneous recording of ECoG and intracortical neuronal activity using a flexible multichannel electrode-mesh in visual cortex. Simultaneous recording of ECoG and intracortical neuronal activity using a flexible multichannel electrode-mesh in visual cortex. Simultaneous recording of ECoG and intracortical neuronal activity using a flexible multichannel electrode-mesh in visual cortex. Neuroimage, 54, 1, 203-212 Neuroimage, 54, 1, 203-212 Neuroimage, 54, 1, 203-212 2011/01 Refereed English Research paper(scientific journal) Disclose to all

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Title language:
Misc
Author Author(Japanese) Author(English) Title Title(Japanese) Title(English) Bibliography Bibliography(Japanese) Bibliography(English) Publication date Refereed paper Language Publishing type Disclose
Guohua Shen, Kshitij Dwivedi, Kei Majima, Tomoyasu Horikawa, Yukiyasu Kamitani Guohua Shen, Kshitij Dwivedi, Kei Majima, Tomoyasu Horikawa, Yukiyasu Kamitani Guohua Shen, Kshitij Dwivedi, Kei Majima, Tomoyasu Horikawa, Yukiyasu Kamitani End-to-end deep image reconstruction from human brain activity End-to-end deep image reconstruction from human brain activity End-to-end deep image reconstruction from human brain activity bioRxiv preprint bioRxiv preprint bioRxiv preprint 2018 English Institution technical report and pre-print, etc. Disclose to all
Guohua Shen, Tomoyasu Horikawa, Kei Majima, Yukiyasu Kamitani Guohua Shen, Tomoyasu Horikawa, Kei Majima, Yukiyasu Kamitani Guohua Shen, Tomoyasu Horikawa, Kei Majima, Yukiyasu Kamitani Deep image reconstruction from human brain activity Deep image reconstruction from human brain activity Deep image reconstruction from human brain activity bioRxiv preprint bioRxiv preprint bioRxiv preprint 2017 English Institution technical report and pre-print, etc. Disclose to all
Emi Satake, Kei Majima, Shuntaro Aoki, Yukiyasu Kamitani Emi Satake, Kei Majima, Shuntaro Aoki, Yukiyasu Kamitani Emi Satake, Kei Majima, Shuntaro Aoki, Yukiyasu Kamitani Sparse ordinal logistic regression and its application to brain decoding Sparse ordinal logistic regression and its application to brain decoding Sparse ordinal logistic regression and its application to brain decoding bioRxiv preprint bioRxiv preprint bioRxiv preprint 2017 English Institution technical report and pre-print, etc. Disclose to all
Kei Majima 間島慶 Kei Majima Python & MATLAB implementation of sparse ordinal logistic regression (SOLR) Python & MATLAB implementation of sparse ordinal logistic regression (SOLR) Python & MATLAB implementation of sparse ordinal logistic regression (SOLR) 2017 English Other article Disclose to all
Kei Majima, Paul Sukhanov, Tomoyasu Horikawa, Yukiyasu Kamitani Kei Majima, Paul Sukhanov, Tomoyasu Horikawa, Yukiyasu Kamitani Kei Majima, Paul Sukhanov, Tomoyasu Horikawa, Yukiyasu Kamitani Preserved position information in high-level visual cortex with large receptive fields Preserved position information in high-level visual cortex with large receptive fields Preserved position information in high-level visual cortex with large receptive fields bioRxiv preprint bioRxiv preprint bioRxiv preprint 2016 English Institution technical report and pre-print, etc. Disclose to all
Kei Majima 間島慶 Kei Majima Python implementation of sparse multinomial logistic regression (SMLR) Python implementation of sparse multinomial logistic regression (SMLR) Python implementation of sparse multinomial logistic regression (SMLR) 2015 English Other article Disclose to all
戸田晴男、澤畑博人、鈴木隆文、間島慶、神谷之康、長谷川功 戸田晴男、澤畑博人、鈴木隆文、間島慶、神谷之康、長谷川功 Simultaneous recording of high-density electrocorticogram and intracortical activity using MEMS-fabricated electrode array Simultaneous recording of high-density electrocorticogram and intracortical activity using MEMS-fabricated electrode array Disclose to all
Title language:
Conference Activities & Talks
Title Title(Japanese) Title(English) Conference Conference(Japanese) Conference(English) Promotor Promotor(Japanese) Promotor(English) Date Language Assortment Disclose
予測対象の性質に合わせた脳情報デコーディング[Invited] 予測対象の性質に合わせた脳情報デコーディング [Invited] 神経活動解析に関する実践数理モデルワークショップ 神経活動解析に関する実践数理モデルワークショップ 2017/11/20 Japanese Public discourse, seminar, tutorial, course, lecture and others Disclose to all
Deep Image Reconstruction from Human Brain Activity Deep Image Reconstruction from Human Brain Activity Deep Image Reconstruction from Human Brain Activity Cognitive Computational Neuroscience (CCN) 2017 Cognitive Computational Neuroscience (CCN) 2017 Cognitive Computational Neuroscience (CCN) 2017 2017/09 English Poster presentation Disclose to all
予測対象の性質に合わせた脳情報デコーディング ~ 順序データ・位置情報を対象として ~[Invited] 予測対象の性質に合わせた脳情報デコーディング ~ 順序データ・位置情報を対象として ~ [Invited] 第2回協調的知能(CI)共同研究セミナー 第2回協調的知能(CI)共同研究セミナー 2017/06/20 Japanese Public discourse, seminar, tutorial, course, lecture and others Disclose to all
Neural decoding of visual object categories using temporal patterns of ECoG signals. Neural decoding of visual object categories using temporal patterns of ECoG signals. Society for Neuroscience Society for Neuroscience 2010/11 English Disclose to all
皮質脳波の時間的パターンを利用した視覚物体カテゴリーのデコーディング 皮質脳波の時間的パターンを利用した視覚物体カテゴリーのデコーディング Neuro2010 Neuro2010 2010/09 English Disclose to all
ECoGデータにおけるチャネル間相関を利用した画像カテゴリーのデコーディング ECoGデータにおけるチャネル間相関を利用した画像カテゴリーのデコーディング 包括脳ネットワーク 夏のワークショップ 包括脳ネットワーク 夏のワークショップ 2010/07 Japanese Poster presentation Disclose to all
Neural decoding of visual object categories using temporal patterns of ECoG signals. Neural decoding of visual object categories using temporal patterns of ECoG signals. Society for Neuroscience Society for Neuroscience 2010/11 English Disclose to all
Title language:
Books etc
Author Author(Japanese) Author(English) Title Title(Japanese) Title(English) Publisher Publisher(Japanese) Publisher(English) Publication date Language Type Disclose
間島慶, 神谷之康 間島慶, 神谷之康 Brain-Machine Interfaceの現状と将来の展望 Brain-Machine Interfaceの現状と将来の展望 医学書院 医学書院 2011/03 Japanese Disclose to all
Title language:
Teaching subject(s)
Name(Japanese) Name(English) Term Department Period
生体情報処理演習 Seminar on Biological Information Processing 前期 情報学研究科 2016/04-2017/03
認知科学演習 Seminar on Cognitive Sciences 後期 教育学研究科 2018/04-2019/03
認知科学演習 Seminar on Cognitive Science 後期 情報学研究科 2018/04-2019/03
認知科学演習 Seminar on Cognitive Sciences 後期 教育学研究科 2019/04-2020/03
認知科学演習 Seminar on Cognitive Science 後期 情報学研究科 2019/04-2020/03