Inagaki Mikio

イナガキミキオ | Inagaki Mikio

Affiliation and department：
Job title： Associate Professor

Research field (3)： Sensitivity (kansei) informatics , Neuroscience - general , Cognitive neuroscience

Research keywords (5)： AI , Neural network , Neuroscience , Vision science , 感性工学

Research theme for competitive and other funds (10)：

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Papers (9)：

Kei Kimura, Yuji Nagai, Gaku Hatanaka, Yang Fang, Soshi Tanabe, Andi Zheng, Maki Fujiwara, Mayuko Nakano, Yukiko Hori, Ryosuke F. Takeuchi, et al. A mosaic adeno-associated virus vector as a versatile tool that exhibits high levels of transgene expression and neuron specificity in primate brain. Nature Communications. 2023. 14. 1
Chanseok Lim, Mikio Inagaki, Takashi Shinozaki, Ichiro Fujita. Analysis of convolutional neural networks reveals the computational properties essential for subcortical processing of facial expression. Scientific Reports. 2023. 13. 1
Mikio Inagaki, Tatsuro Ito, Takashi Shinozaki, Ichiro Fujita. Convolutional neural networks reveal differences in action units of facial expressions between face image databases developed in different countries. Frontiers in Psychology. 2022. 13
Mikio Inagaki, Ken-ichi Inoue, Soshi Tanabe, Kei Kimura, Masahiko Takada, Ichiro Fujita. Rapid processing of threatening faces in the amygdala of nonhuman primates: subcortical inputs and dual roles. Cerebral Cortex. 2022
Gaku Hatanaka, Mikio Inagaki, Ryosuke F. Takeuchi, Shinji Nishimoto, Koji Ikezoe, Ichiro Fujita. Processing of visual statistics of naturalistic videos in macaque visual areas V1 and V4. Brain Structure and Function. 2022

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MISC (13)：

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Books (2)：

Lectures and oral presentations (48)：

異なる表情データベースを用いて学習させた畳み込みニューラルネットワークにおけるaction unit選択性の違い
(第46回日本神経科学大会 2023)
側頭葉経路における「物体をみる」ための神経メカニズム
(第127回日本眼科学会総会 2023)
大脳皮質経路と皮質下経路が表情認識に与える影響:畳み込みニューラルネットワークと心理実験による検討
(日本視覚学会2022年度夏季大会 2022)
畳み込みニューラルネットワークを用いた皮質下経路の粗い情報処理の説明
(ニューロコンピューティング研究会(2021-11-NC-MBE) 2021)
大脳皮質経路と皮質下経路の表情表現:畳み込みニューラルネットワークを用いた比較
(日本視覚学会2021年夏季大会 2021)

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Education (2)：

2003 - 2010 Osaka University Graduate School of Frontier Biosciences
1999 - 2003 Osaka University School of Engineering Science Department of Systems Science

Professional career (1)：

Work history (5)：

2024/04 - 現在 Kanazawa Institute of Technology College of Engineering, Department of Information and Computer Science Associate Professor
2022/04 - 2024/03 National Institute of Information and Communications Technology Center for Information and Neural Networks Researcher
2015/04 - 2022/03 Osaka University Graduate School of Frontier Biosciences Assistant professor
2012/04 - 2015/03 Osaka University Graduate School of Frontier Biosciences Postdoctoral researcher (Ohzawa lab.)
2010/04 - 2012/03 Osaka University Graduate School of Frontier Biosciences Postdoctoral researcher (Fujita lab.)

Awards (4)：

2022/07 - 日本神経回路学会 2022年度優秀研究賞畳み込みニューラルネットワークを用いた皮質下経路の粗い情報処理の説明
2019/09 - 日本神経回路学会 2019年度最優秀研究賞顔表情弁別を行う畳み込みニューラルネットワークの内部における空間周波数特性
2018/10 - 日本神経回路学会 2018年度最優秀研究賞自然動画に含まれる画像特徴量に対するサルV1野およびV4野の神経細胞群の応答
2012/09 - Japanese Neural Network Society Excellent research award Latency of neuronal selectivity for facial expression: comparison between the temporal visual cortex and the amygdala

Association Membership(s) (4)：

Society for Neuroscience , 日本神経科学学会 , VISION SOCIETY OF JAPAN , JAPANESE NEURAL NETWORK SOCIETY

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