Tomoyuki Naito

Profile Information

Affiliation: 講師, 医学系研究科, 大阪大学

Degree: Ph. D(Kyoto University)

Contact information: naitovision.hss.osaka-u.ac.jp
J-GLOBAL ID: 200901083612835919
researchmap Member ID: 5000049908

External link: https://sites.google.com/site/naitotomoyuki/home

興味: 深層学習、視覚の感性情報処理、物体認識
研究手法: 深層学習（DCNN)、敵対的生成ネットワーク（GAN）、心理物理実験、神経生理実験、逆相関法
研究テーマ：GANを用いた感性イメージの可視化、DCNN内部の情報処理メカニズムの定量的解明、美を感じる心理メカニズム

Research Interests

Research Areas

Research History

Apr, 2015 - Present

Lecturer, Graduate School of Medicine, Osaka Unviersity
Apr, 2007 - Mar, 2015

Assistant Professor, Graduate School of Medicine, Osaka Unviersity
May, 2005 - Mar, 2007

Assistant Professor, Graduate School of Medicine, Osaka University
Apr, 2003 - Apr, 2005

PD, JSPS

Awards

Sep, 2015

Basic Biology Forum of Young Scientists, Presentation Award (Oral), Osaka University

Tomoyuki Naito
May, 2014

大阪大学総長奨励賞, 大阪大学

内藤智之
Dec, 2008

共通教育賞(2回目), 大阪大学

内藤智之
May, 2008

共通教育賞, 大阪大学

内藤智之
Mar, 1998

Young Researchers Award, The 6th International Evoked Potentials Symposium

Tomoyuki Naito

Major Papers

Experimental verification for perceptual and cognitive processing of visual aesthetic experiences

Wakabayashi M, Kitaguchi M, Sato H, Naito T

Vision Research, 185 68-76, Aug, 2021 Peer-reviewedLast authorCorresponding author
Reconstructed spatial receptive field structures by reverse correlation technique explains the visual feature selectivity of units in deep convolutional neural networks

Shiraishi YR, Sato H, Sanada TM, Naito T

arXiv, arXiv:2103.02587 1-18, Mar, 2021 Last authorCorresponding author
Psychological modeling of aesthetic sensibility and its individuality

Naito T

The Japanese Journal of Psychonomic Science, 34(2) 282-285, Jul, 2016 Peer-reviewedInvitedLead authorLast authorCorresponding author
The commonality and individuality in artistic sensitivity

Tomoyuki Naito

VISION, 27(1) 4-6, Jan, 2015 InvitedLead authorCorresponding author
Subspace-reverse-correlation method in cognitive science research

Naito T

Cognitive Studies, 21(3) 396-406, Sep, 2014 Peer-reviewedLead authorCorresponding author
Spike synchronization in cat primary visual cortex depends on similarity of surround-suppression magnitude

Naito T, Kasamatsu T, Sato H

EUROPEAN JOURNAL OF NEUROSCIENCE, 39(6) 934-945, Mar, 2014 Peer-reviewedLead authorCorresponding author
Relative spatial frequency tuning and its contrast dependency in human perception

Naito T, Suematsu N, Matsumoto E, Sato H

JOURNAL OF VISION, 14(13) 1-12, 2014 Peer-reviewedLead authorCorresponding author
Spatiotemporal receptive field structures in retinogeniculate connections of cat.

Suematsu N, Naito T, Miyoshi T, Sawai H, Sato H

Frontiers in systems neuroscience, 7(103), Dec, 2013 Peer-reviewed
Effects of stimulus spatial frequency, size, and luminance contrast on orientation tuning of neurons in the dorsal lateral geniculate nucleus of cat

Tomoyuki Naito, Masahiro Okamoto, Osamu Sadakane, Satoshi Shimegi, Hironobu Osaki, Shin-Ichiro Hara, Akihiro Kimura, Ayako Ishikawa, Naofumi Suematsu, Hiromichi Sato

NEUROSCIENCE RESEARCH, 77(3) 143-154, Nov, 2013 Peer-reviewedLead authorCorresponding author
Relationship between orientation sensitivity and spatiotemporal receptive field structures of neurons in the cat lateral geniculate nucleus

Naofumi Suematsu, Tomoyuki Naito, Hiromichi Sato

NEURAL NETWORKS, 35 10-20, Nov, 2012 Peer-reviewedCorresponding author
Surround suppression by high spatial frequency stimuli in the cat primary visual cortex

Hironobu Osaki, Tomoyuki Naito, Osamu Sadakane, Masahiro Okamoto, Hiromichi Sato

EUROPEAN JOURNAL OF NEUROSCIENCE, 33(5) 923-932, Mar, 2011 Peer-reviewed
Direction anisotropy of human motion perception depends on stimulus speed

Tomoyuki Naito, Hiromichi Sato, Naoyuki Osaka

VISION RESEARCH, 50(18) 1862-1866, Aug, 2010 Peer-reviewedLead authorCorresponding author
Enriched Expression of Serotonin 1B and 2A Receptor Genes in Macaque Visual Cortex and their Bidirectional Modulatory Effects on Neuronal Responses

Akiya Watakabe, Yusuke Komatsu, Osamu Sadakane, Satoshi Shimegi, Toru Takahata, Noriyuki Higo, Shiro Tochitani, Tsutomu Hashikawa, Tomoyuki Naito, Hironobu Osaki, Hiroshi Sakamoto, Masahiro Okamoto, Ayako Ishikawa, Shin-ichiro Hara, Takafumi Akasaki, Hiromichi Sato, Tetsuo Yamamori

CEREBRAL CORTEX, 19(8) 1915-1928, Aug, 2009 Peer-reviewed
Surround suppression sharpens orientation tuning in the cat primary visual cortex

Masahiro Okamoto, Tomoyuki Naito, Osamu Sadakane, Hironobu Osaki, Hiromichi Sato

EUROPEAN JOURNAL OF NEUROSCIENCE, 29(5) 1035-1046, Mar, 2009 Peer-reviewedCorresponding author
Orientation tuning of surround suppression in lateral geniculate nucleus and primary visual cortex of cat

T. Naito, O. Sadakane, M. Okamoto, H. Sato

NEUROSCIENCE, 149(4) 962-975, Nov, 2007 Peer-reviewedLead author
Contrast-dependent, contextual response modulation in primary visual cortex and lateral geniculate nucleus of the cat

O Sadakane, H Ozeki, T Naito, T Akasaki, T Kasamatsu, H Sato

EUROPEAN JOURNAL OF NEUROSCIENCE, 23(6) 1633-1642, Mar, 2006 Peer-reviewed
Relationship between excitation and inhibition underlying size tuning and contextual response modulation in the cat primary visual cortex

H Ozeki, O Sadakane, T Akasaki, T Naito, S Shimegi, H Sato

JOURNAL OF NEUROSCIENCE, 24(6) 1428-1438, Feb, 2004 Peer-reviewed
Contrast-dependent gain control of the contextual response modulation in the cat primary visual cortex

O Sadakane, H Ozeki, T Naito, T Akasaki, H Sato

NEURAL BASIS OF EARLY VISION, 11 205-208, 2003 Peer-reviewed
Asymmetry of the human visual field in magnetic response to apparent motion

T Naito, Y Kaneoke, N Osaka, R Kakigi

BRAIN RESEARCH, 865(2) 221-226, May, 2000 Peer-reviewedLead author
Magnetic response of human extrastriate cortex in the detection of coherent and incoherent motion

K Lam, Y Kaneoke, A Gunji, H Yamasaki, E Matsumoto, T Naito, R Kakigi

NEUROSCIENCE, 97(1) 1-10, 2000 Peer-reviewed

Misc.

The time series change in the measurement accuracy with gaze tracking device

116(229) 41-44, Sep 27, 2016
Distinctive aesthetic quality between natural scene photographs and paintings

Tomoyuki Naito, Masatoshi Kitaguchi, Masahiro Wakabayashi, Hiromichi Sato

INTERNATIONAL JOURNAL OF PSYCHOLOGY, 51 176-176, Jul, 2016
Absolute and relative spatial frequency tuning in V1 neurons

Tomoyuki Naito, Hiromichi Sato

PERCEPTION, 44 87-87, Aug, 2015
E-22 ニホンザル初期視覚系の色覚情報処理回路の研究

佐藤宏道, 内藤智之, 澤井元, 三好智満, 七五三木聡, 末松尚史

霊長類研究所年報, 44 108-108, Dec 4, 2014
The effect of stimulus size and luminance contrast on the spatial frequency tuning of the human visual perception

Tomoyuki Naito, Naofumi Suematsu, Hiromichi Sato

NEUROSCIENCE RESEARCH, 71 E178-E178, 2011
Elliptical linear receptive field and non-linear response modulation generating orientation selectivity in the lateral geniculate nucleus of the cat

Naofumi Suematsu, Tomoyuki Naito, Hiromichi Sato

NEUROSCIENCE RESEARCH, 71 E352-E352, 2011
サル一次視覚野におけるアセチルコリン機能

SOUMA SHOGO, OZAKI HIRONOBU, KIMURA AKIHIRO, NAITO TOMOYUKI, HARA SHIN'ICHIRO, SHIMEGI SATOSHI, SATO HIROMICHI

日本生理学雑誌, 72(5) 150, May 1, 2010
ネコ外側膝状体ニューロンにおける刺激方位選択性の時間的変化

OKAMOTO MASAHIRO, NAITO TOMOYUKI, HARA SHIN'ICHIRO, SHIMEGI SATOSHI, SATO HIROMICHI

日本生理学雑誌, 72(4) 123, Apr 1, 2010
Cholinergic modulation of response gain in the macaque primary visual cortex

Shogo Soma, Hironobu Osaki, Akihiro Kimura, Tomoyuki Naito, Shin-ichiro Hara, Satoshi Shimegi, Hiromichi Sato

JOURNAL OF PHYSIOLOGICAL SCIENCES, 60 S137-S137, 2010
Acetylcholine enhances response gain via muscarinic receptor in the macaque primary visual cortex

Shogo Soma, Satoshi Shimegi, Hironobu Osaki, Akihiro Kimura, Shin-ichiro Hara, Tomoyuki Naito, Hiromichi Sato

NEUROSCIENCE RESEARCH, 68 E150-E150, 2010
Temporal dynamics of orientation and spatial frequency tuning of neurons in the cat lateral geniculate nucleus

Tomoyuki Naito, Naofumi Suematsu, Hiromichi Sato

NEUROSCIENCE RESEARCH, 68 E73-E73, 2010
Interaction between the lateral geniculate nucleus and the perigeniculate nucleus of the cat

Hironobu Osaki, Tomoyuki Naito, Shogo Soma, Hiromichi Sato

NEUROSCIENCE RESEARCH, 68 E154-E154, 2010
Cross-correlation analysis between the lateral geniculate nucleus and the thalamic reticular nucleus of the cat

Hironobu Osaki, Tomoyuki Naito, Shogo Soma, Hiromichi Sato

JOURNAL OF PHYSIOLOGICAL SCIENCES, 60 S136-S136, 2010
Relationship between orientation selectivity and spatiotemporal receptive field structure of the cat lateral geniculate neurons

Naofumi Suematsu, Tomoyuki Naito, Hiromichi Sato

NEUROSCIENCE RESEARCH, 68 E382-E382, 2010
NEURAL MECHANISMS OF ORIENTATION SELECTIVITY IN CAT LATERAL GENICULATE NUCLEUS

Tomoyuki Naito, Hironobu Osaki, Osamu Sadakane, Masahiro Okamoto, Satoshi Shimegi, Hiromichi Sato

JOURNAL OF PHYSIOLOGICAL SCIENCES, 59 190-190, 2009
Scale-invariant image processing in the cat primary visual cortex

T. Naito, H. Osaki, H. Sato

PERCEPTION, 38 124-124, 2009
THE ROLE OF SURROUND SUPPRESSION AT HIGH SPATIAL FREQUENCY IN THE CAT V1: A POSSIBLE BASIS FOR SCALE-INVARIANT PROCESSING

Hironobu Osaki, Tomoyuki Naito, Osamu Sadakane, Masahiro Okamoto, Hiromichi Sato

JOURNAL OF PHYSIOLOGICAL SCIENCES, 59 190-190, 2009
MECHANISMS UNDERLYING SURROUND SUPPRESSION IN THE CAT LATERAL GENICULATE NUCLEUS

Satoshi Shimegi, Masahiro Okamoto, Akihiko Kimura, Tomoyuki Naito, Hironobu Osaki, Shin-ichiro Hara, Ayako Ishikawa, Hiromichi Sato

JOURNAL OF PHYSIOLOGICAL SCIENCES, 59 190-190, 2009
初期視覚系における広域視野情報を統合する神経活動とその神経基盤

SHIMEKI SATOSHI, ISHIKAWA RIKO, KIDA HIROYUKI, HARA SHIN'ICHIRO, OKAMOTO MASAHIRO, NAITO TOMOYUKI

解剖学雑誌, 83(Supplement) 132, Mar, 2008
Temporal dynamics of orientation tuning in cat LGN

Masahiro Okamoto, Tomoyuki Naito, Shin-ichiro Hara, Satoshi Shimegi, Hiromichi Sato

NEUROSCIENCE RESEARCH, 61 S50-S50, 2008

Books and Other Publications

PsychoPyでつくる心理学実験

Peirce, Jonathan, MacAskill, Michael, 川島, 朋也, 藏口, 佳奈, 内藤, 智之, 松本, 絵理子, 蘆田, 宏, 十河, 宏行 (Role: Joint translator)

朝倉書店, Sep, 2020 (ISBN: 9784254520293)
改訂第3版脳神経科学イラストレイテッド〜分子・細胞から実験技術まで

真鍋俊也, 森寿, 渡辺雅彦, 岡野栄之, 宮川剛

羊土社, Mar 12, 2013 (ISBN: 4758120404)
脳とこころの視点から探る心理学入門

松本絵理子

培風館, Nov, 2011 (ISBN: 4563052280)
脳イメージング―ワーキングメモリと視覚的注意からみた脳

苧阪直行

培風館, Jul, 2010 (ISBN: 4563052132)
眼のサイエンス視覚の不思議

根木昭

文光堂, Apr, 2010 (ISBN: 4830655356)
意識の認知科学―心の神経基盤 (認知科学の探究)

苧阪直行, 日本認知科学会

共立出版, Jul, 2000 (ISBN: 4320094352)
美を脳から考える―芸術への生物学的探検

インゴレンチュラー, インゴレンチュラー, デイヴィッドエプスタイン, バーバラヘルツバーガー, 野口薫, 苧阪直行

新曜社, Jun 15, 2000 (ISBN: 4788507242)

Presentations

トランスサイエンスの視点でエクスペリエンスネットを紐解く

内藤智之

大阪大学共創機構「未来社会共創コンソーシアム」×NEC未来創造会議分科会, Feb 9, 2021 Invited
Cross-correlation study of network dynamics in the cat primary visual cortex

Tomoyuki Naito

Society for Neuroscience 2003, Nov, 2003
Attentional asymmetry between upper and lower visual field revealed by visual evoked potentials

Tomoyuki Naito

Internatinal Evoked Potentials Sinposyum 6th, Mar, 1998
感覚・行動バインディングの精度と周辺視野情報の関係

内藤智之

重点領域研究「人工現実感」97年度第一会全体会議, Jul, 1997

Teaching Experience

Apr, 2016 - Present

Perceptive and Cognitive Information Processing Sciences (Osaka University)
2015 - Present

Modern Neuroscience (Osaka University)
May, 2005 - Present

スポーツ科学 (大阪大学)
May, 2005 - Present

スポーツ実習A (大阪大学)
May, 2005 - Present

健康科学実習A (大阪大学)
May, 2005 - Present

Health Sciences (Osaka University)
Sep, 2020 - Mar, 2021

Cognitive Science (Konan University)
Apr, 2016 - Mar, 2021

Psychophysiology (Kobe Shinwa Women's University)
Apr, 2016 - Mar, 2021

神経心理学 (親和女子大学)
Apr, 2017 - Mar, 2020

Anatomical Physiology (Osaka Seikei College)
Apr, 2001 - Mar, 2003

基礎心理学演習 (神戸松蔭女子学院大学)
Apr, 1998 - Mar, 2003

心理学演習 (京都光華女子大学)
心理学特論 (愛媛大学)

Professional Memberships

Apr, 2021 - Present

日本神経回路学会
Apr, 2015 - Present

Cognitive Neuroscience Socienty
Jan, 2015 - Present

Vision Society of Japan
Apr, 2012 - Present

THE JAPANESE PSYCHONOMIC SOCIETY
Apr, 2002 - Present

Society for Neuroscience
Apr, 1999 - Present

日本神経科学会
Apr, 1998 - Present

THE JAPANESE PSYCHOLOGICAL ASSOCIATION

Works

90

Black and Blue

Tomoyuki Naito

Jan 16, 2020 - Feb 2, 2020 Artistic work

Major Research Projects

Visualization of mental template as a high-quality natural image using deep learning and reverse correlation method

Grants-in-Aid for Scientific Research Grant-in-Aid for Scientific Research (C), Japan Society for the Promotion of Science, Apr, 2020 - Mar, 2023
Examination of transcultural distinctiveness in physical expression with deep neural networks

Grants-in-Aid for Scientific Research Grant-in-Aid for Scientific Research on Innovative Areas (Research in a proposed research area), Japan Society for the Promotion of Science, Apr, 2020 - Mar, 2022
敵対的生成ネットワークによる新型レコメンドシステム開発事業

研究開発型スタートアップ支援事業（旧：研究開発型ベンチャー支援事業）, 国立研究開発法人新エネルギー・産業技術総合開発機構, Apr, 2021 - Sep, 2021

内藤智之
Research on visualization of attractive image representation in mind

Grants-in-Aid for Scientific Research Grant-in-Aid for Scientific Research (C), Japan Society for the Promotion of Science, Apr, 2017 - Mar, 2020

Education

Apr, 1996 - Mar, 2001

Graduate School of Letters, Kyoto University
Apr, 1991 - Mar, 1995

Department of Education, Kyoto University

Committee Memberships

Apr, 2019 - Present

運営委員, 大阪大学医学部共同研実習センター
Jun, 2021 - Dec, 2021

第40回大会プログラム委員, 日本基礎心理学会
Feb, 2018 - Feb, 2021

編集委員, 日本基礎心理学会
Jan, 2016 - Dec, 2020

運営委員, 視覚科学フォーラム
Apr, 2015 - Mar, 2018

運営委員, 大阪大学未来医療イメージングセンター

Industrial Property Rights

特願PCT/JP2021/5052 Mental Image Visualization Method, Mental Image Visualization Device and Program

Tomoyuki Naito, Ryota Imai

Academic Activities

日本基礎心理学会第40回大会運営委員

Planning, management, etc.

日本心理学会, Apr 1, 2021 - Dec 5, 2021

Social Activities

Artificial Intelligence Painting Exhibition

Guest, Other

Galeria Punto, Beauty born in a machine, Sep 17, 2020 - Sep 27, 2020
General Public Lecture

Guest, Commentator, Host

Galeria Punto, How did an artificially intelligent painter become a painter?, Sep 22, 2020 - Sep 22, 2020

Media Coverage

AIが描いた絵画25点

神戸新聞, Sep 24, 2020 Newspaper, magazine
脳内イメージを可視化するAI技術の研究が進行中

東京MX, https://www.youtube.com/watch?v=2zQNGNkk6_s, Apr 11, 2020 TV or radio program
AI画伯が見せる「技」

神戸新聞, Dec 22, 2019 Newspaper, magazine

Other

Started MaiND Lab Co., Ltd.

May, 2021 - Present

I have started MaiND Lab, a company that provides design evaluation and design generation services using AI and psychological image visualization technology.

Profile Information

Research Interests

Research Areas

Research History

Awards

Major Papers

Misc.

Books and Other Publications

Presentations

Teaching Experience

Professional Memberships

Works

Major Research Projects

Education

Committee Memberships

Industrial Property Rights

Academic Activities

Social Activities

Media Coverage

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