Takahisa Sanada

サナダタカヒサ | Takahisa Sanada

Affiliation and department：
Job title： Associate Professor
Homepage URL (2)： http://p-www.iwate-pu.ac.jp/~takahisa_s/ , http://p-www.iwate-pu.ac.jp/~takahisa_s/index_e.html

Research field (6)： Cognitive sciences , Neuroscience - general , Cognitive neuroscience , Sensitivity (kansei) informatics , Perceptual information processing , Basic brain sciences

Research keywords (8)： Deep Neural Network , Visual processing , Color processing, color perception , System neuroscience , 3D perception , Receptive field , Visual system , Shitsukan (Material Perception)

Research theme for competitive and other funds (7)：

2024 - 2025 Development of an artificial intelligence model that mimics the postnatal development of the biological brain
2023 - 2024 生体の視覚特性を組み込んだ深層学習モデルの開発と神経科学手法を用いた内部表現の検証
2021 - 2023 Neural basis for motion defined Shitsukan perception
2020 - 2023 視聴覚運動知覚の脳内表現の解明
2018 - 2020 Neural mechanisms for Liquid perception

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Papers (10)：

Anqi WANG, Maryu HORYOZAKI, Takahisa M. SANADA. Effect on tuning properties to 1st- and 2nd-order stimuli by inactivation of internal units in Deep Convolutional Neural Network (DCNN). IEICE Technical Report. 2023. 123. 233. 6-11
Jamal Shah, Yoshiyuki Shiraishi, Tomoyuki Naito, Takahisa M. Sanada. Tuning properties to Second-order grating in Deep Convolutional Neural Network (DCNN). IEICE Technical Report. 2022. 122. 195. 16-19
Yoshiyuki R Shiraishi, Hiromichi Sato, Takahisa M Sanada, Tomoyuki Naito. Reconstructed spatial receptive field structures by reverse correlation technique explains the visual feature selectivity of units in deep convolutional neural networks. arxiv. 2021
Takahisa M. Sanada, Tomoyuki Namima, Hidehiko Komatsu. Comparison of the color selectivity of macaque V4 neurons in different color spaces. JOURNAL OF NEUROPHYSIOLOGY. 2016. 116. 5. 2163-2172
Kota S. Sasaki, Rui Kimura, Taihei Ninomiya, Yuka Tabuchi, Hiroki Tanaka, Masayuki Fukui, Yusuke C. Asada, Toshiya Arai, Mikio Inagaki, Takayuki Nakazono, et al. Supranormal orientation selectivity of visual neurons in orientation-restricted animals. SCIENTIFIC REPORTS. 2015. 5. 16712

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MISC (12)：

Takahisa M. Sanada, Gregory C. DeAngelis. Neural mechanisms underlying motion-in-depth selectivity in macaque area MT. I-PERCEPTION. 2014. 5. 4. 427-427
Yusuke Asada, Shinji Nishimoto, Takahisa Sanada, Izumi Ohzawa. Does functional columnar organization extend across hemispheric boundaries?. NEUROSCIENCE RESEARCH. 2011. 71. E81-E81
Yusuke Asada, Takahisa M. Sanada, Izumi Ohzawa. RECEPTIVE FIELDS OF INTERHEMISPHERICALLY CORRELATED NEURON PAIRS IN THE EARLY VISUAL CORTEX. JOURNAL OF PHYSIOLOGICAL SCIENCES. 2009. 59. 200-200
Asada Yusuke, SANADA Takahisa M, Ohzawa Izumi. Receptive fields of transcallosally connected neurons in the early visual cortex. IEICE technical report. Neurocomputing. 2008. 107. 542. 227-230
Yusuke Asada, Takahisa M. Sanada, Izumi Ohzawa. Receptive field structures of transcallosally connected neurons in the cat's visual cortex. NEUROSCIENCE RESEARCH. 2007. 58. S214-S214

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Patents (1)：

画像特徴抽出装置、画像特徴抽出方法、画像認識装置、及び画像認識方法

Books (1)：

図説視覚の事典
Asakura Publishing Co., Ltd. 2022 ISBN:9784254102949

Lectures and oral presentations (28)：

Effect on tuning properties to 1st- and 2nd-order stimuli by inactivation of internal units in Deep Convolutional Neural Network (DCNN
(Technical Committee on Neurocomputing(NC) 2023)
Inter-layer differences in cross orientation suppression in DCNN
(Vision Society of Japan, 2023 2023)
Effect of visual motion adaptation on SSVEP amplitude
(Vision Society of Japan 2023 2023)
Effect on surround suppression of deep learning model increases during the training periods
(the 33rd Annual meeting of Japan Neural Network Society 2023)
An Efficient Ensemble of Deep Neural Networks for Detection and Classification of Diabetic Foot Ulcers Images
(DBKDA 2023, The Fifteenth International Conference on Advances in Databases, Knowledge, and Data Applications 2023)

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Education (3)：

2001 - 2006 Osaka University Graduate School of Engineering Science
1999 - 2001 The University of Electro-Communications Graduate School of Information Systems
1995 - 1999 Tokai University School of High-Technology for Human Welfare Department of Bio-Medical Engineering

Professional career (1)：

PhD (Osaka University)

Work history (6)：

2020/04 - 現在 Iwate Prefectural University Faculty of Software and Information Science Associate Professor
2017/04 - 2020/03 Kansai Medical University Department of physiology Assistant Professor
2013/05 - 2017/03 The Graduate University for Advanced Studies (SOKENDAI) Assistant professor
2013/04 - 2017/03 National Institute of Physiological Sciences Division of Sensory and Cognitive Information Project assistant professor
2007/07 - 2013/03 University of Rochester Center for Visual Science Post-doctoral research associate

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Committee career (3)：

2018/04 - 2021/03 視覚科学フォーラム運営委員
2019/06 - 2019/07 APCV(Asia-Pacific Conference on Vision) 2019 査読委員
2016/04 - 2018/03 視覚科学フォーラム運営委員

Awards (1)：

2013/08 - HOUKATSUNO network Poster prize for young researcher

Association Membership(s) (5)：

Japan Neural Network Society , Vision Science Forum , Society for Neuroscience , THE JAPAN NEUROSCIENCE SOCIETY , VISION SOCIETY OF JAPAN

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