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Hierarchical Transformation of Shitsukan Information Representation in the Visual System

Planned Research

Project AreaUnderstanding human recognition of material properties for innovation in SHITSUKAN science and technology
Project/Area Number 15H05921
Research Category

Grant-in-Aid for Scientific Research on Innovative Areas (Research in a proposed research area)

Allocation TypeSingle-year Grants
Review Section Complex systems
Research InstitutionOsaka University

Principal Investigator

OHZAWA Izumi  大阪大学, 生命機能研究科, 教授 (20324824)

Co-Investigator(Kenkyū-buntansha) 佐々木 耕太  大阪大学, 生命機能研究科, 助教 (40467501)
田村 弘  大阪大学, 生命機能研究科, 准教授 (80304038)
Project Period (FY) 2015-06-29 – 2020-03-31
Project Status Completed (Fiscal Year 2020)
Budget Amount *help
¥68,640,000 (Direct Cost: ¥52,800,000、Indirect Cost: ¥15,840,000)
Fiscal Year 2019: ¥13,390,000 (Direct Cost: ¥10,300,000、Indirect Cost: ¥3,090,000)
Fiscal Year 2018: ¥13,910,000 (Direct Cost: ¥10,700,000、Indirect Cost: ¥3,210,000)
Fiscal Year 2017: ¥14,040,000 (Direct Cost: ¥10,800,000、Indirect Cost: ¥3,240,000)
Fiscal Year 2016: ¥14,040,000 (Direct Cost: ¥10,800,000、Indirect Cost: ¥3,240,000)
Fiscal Year 2015: ¥13,260,000 (Direct Cost: ¥10,200,000、Indirect Cost: ¥3,060,000)
Keywords視覚 / 大脳 / 受容野 / ステレオ立体視 / 一次視覚野 / ニューラルネット / 刺激選択性 / 同期発火 / 視覚野 / 霊長類 / 空間周波数選択性 / 方位選択性 / ディープニューラルネット / 神経科学 / 質感 / 神経生理学 / ディープラーニング / スパース推定 / 両眼視 / 立体視 / MT野 / V4 / 運動視 / プーリング
Outline of Final Research Achievements

We employed deta-driven approaches in order to study hierarchical organization of the visual system with respect to visual information prcessing for material perception. Using visual stimuli and multi-neuron recording system we have developed, we studied V1 monocular and binocular selectivities to visual stimuli in relation to pooling activities of multiple neurons. In V1 and V4, we determined the types and strengths of synchronous firing among many neurons recorded simultaneously. From these data, we were able to determine how stimulus selectivity is related to the functional neural connectivity. We also studied visual processing using artificial deep neural networks.

Academic Significance and Societal Importance of the Research Achievements

神経系は多数の処理段階からなる階層構造を持ち、神経細胞の結合による複雑なネットワークにより視覚などの高度で複雑な機能が実現されている。この情報処理は初期段階では比較的理解が進んだが、多段階を経た高次の領野では不明な点が多い。こうした神経結合の役割と多数の細胞の結合がもたらす機能を、理論と実験により統一的に理解することは学術的に重要である。また、近年爆発的に応用がすすむAI(人工知能)の基本原理の理解は重要である。その基盤であるニューラルネットは視覚系の構造が元になっており、ディープニューラルネットの内部構造と実現される機能について、実際の脳との関係から理解することは意義深い。

Report

(6 results)
  • 2020 Final Research Report ( PDF )
  • 2019 Annual Research Report
  • 2018 Annual Research Report
  • 2017 Annual Research Report
  • 2016 Annual Research Report
  • 2015 Annual Research Report
  • Research Products

    (84 results)

All 2020 2019 2018 2017 2016 2015 Other

All Int'l Joint Research (3 results) Journal Article (17 results) (of which Int'l Joint Research: 2 results,  Open Access: 10 results,  Peer Reviewed: 13 results,  Acknowledgement Compliant: 7 results) Presentation (55 results) (of which Int'l Joint Research: 15 results,  Invited: 7 results) Book (3 results) Remarks (4 results) Funded Workshop (2 results)

  • [Int'l Joint Research] University of Chile(チリ)

    • Related Report
      2018 Annual Research Report
  • [Int'l Joint Research] RWTH Aachen University/Institute of Neuroscience and Medicine(ドイツ)

    • Related Report
      2018 Annual Research Report
  • [Int'l Joint Research] University of Houston/NOVA Southeaster University/3Baylor College of Medicine(米国)

    • Related Report
      2016 Annual Research Report
  • [Journal Article] Deleting object selective units in a fully-connected layer of deep convolutional networks improves classification performance2020

    • Author(s)
      Kanda Y, Sasaki KS, Ohzawa I, Tamura H
    • Journal Title

      arxiv

      Volume: 2001.07811

    • Related Report
      2019 Annual Research Report
    • Open Access
  • [Journal Article] 視覚的質感認識を実現する階層的神経機構2019

    • Author(s)
      佐々木耕太、田村 弘
    • Journal Title

      映像情報メディア学会誌

      Volume: 73 Pages: 602-610

    • Related Report
      2019 Annual Research Report 2018 Annual Research Report
    • Peer Reviewed
  • [Journal Article] サルV4図地選好性細胞の受容野構造2019

    • Author(s)
      木村耕治、山根ゆか子、田村弘、酒井宏
    • Journal Title

      信学技報

      Volume: 118 Pages: 181-185

    • Related Report
      2019 Annual Research Report 2018 Annual Research Report
    • Peer Reviewed
  • [Journal Article] ロジスティック回帰を用いた視覚皮質神経細胞集団の物体表面画像に対する識別性能の評価2019

    • Author(s)
      小谷梨奈、市川寛子、五十嵐康彦、本武陽一、岡田真人、田村弘
    • Journal Title

      信学技報

      Volume: 118 Pages: 145-150

    • Related Report
      2019 Annual Research Report
    • Peer Reviewed
  • [Journal Article] L1ロジスティック回帰を用いた視覚皮質神経細胞集団の物体表面画像に対する識別性能の評価2019

    • Author(s)
      小谷梨奈、市川寛子、五十嵐康彦、本武陽一、岡田真人、田村弘
    • Journal Title

      信学技報

      Volume: 118 Pages: 145-150

    • Related Report
      2018 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Switch from ambient to focal processing mode explains the dynamics of free viewing eye movements2017

    • Author(s)
      Junji Ito, Yukako Yamane, Mika Suzuki, Pedro Maldonado, Ichiro Fujita, Hiroshi Tamura, and Sonja Gruen
    • Journal Title

      Scientific Reports

      Volume: 印刷中 Issue: 1 Pages: 1082-1082

    • DOI

      10.1038/s41598-017-01076-w

    • Related Report
      2017 Annual Research Report 2016 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] Pairwise correlations of spiking activity changes along the ventral visual cortical pathway of macaque monkeys2017

    • Author(s)
      Tamura Hiroshi
    • Journal Title

      bioRxiv

      Volume: - Pages: 220301-220301

    • DOI

      10.1101/220301

    • Related Report
      2017 Annual Research Report
    • Open Access
  • [Journal Article] 脳情報科学と人工知能-ネオコグニトロンから Deep Learning へ-2017

    • Author(s)
      本武 陽一、庄野 逸、田村 弘、岡田 真人
    • Journal Title

      情報処理(情報処理学会誌)

      Volume: 59 Pages: 42-47

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Effects of forced movements on learning: findings from a choice reaction-time task in rats2016

    • Author(s)
      Kaneko H, Sano H, Hasegawa Y, Tamura H, Suzuki SS
    • Journal Title

      Learning & Behavior

      Volume: 16 Issue: 2 Pages: 1-14

    • DOI

      10.3758/s13420-016-0255-9

    • Related Report
      2017 Annual Research Report 2016 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Subspace mapping of the three-dimensional spectral receptive field of macaque MT neurons.2016

    • Author(s)
      Inagaki M, Sasaki KS, Hasimoto H, Ohzawa I
    • Journal Title

      J Neurophysiol.

      Volume: 112 Issue: 2 Pages: 784-795

    • DOI

      10.1152/jn.00934.2015

    • Related Report
      2016 Annual Research Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] ディープニューラルネットと視覚野2016

    • Author(s)
      大澤五住
    • Journal Title

      Clinical Neuroscience

      Volume: 34 Pages: 896-899

    • Related Report
      2016 Annual Research Report
    • Acknowledgement Compliant
  • [Journal Article] Similarity in neuronal firing regimes across mammalian species2016

    • Author(s)
      Yasuhiro Mochizuki, ..., Ichiro Fujita, et al.
    • Journal Title

      Journal of Neuroscience

      Volume: 36 Issue: 21 Pages: 5736-5747

    • DOI

      10.1523/jneurosci.0230-16.2016

    • Related Report
      2016 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] Neurons in the inferior temporal cortex of macaque monkeys are sensitive to multiple surface features from natural objects.2016

    • Author(s)
      Tamura H, Otsuka H, Yamane Y
    • Journal Title

      bioRxiv

      Volume: 86157 Pages: 1-47

    • DOI

      10.1101/086157

    • Related Report
      2016 Annual Research Report
    • Open Access / Acknowledgement Compliant
  • [Journal Article] Effects of generalized pooling on binocular disparity selectivity of neurons in the early visual cortex.2016

    • Author(s)
      Kato D, Baba M, Sasaki KS, Ohzawa I.
    • Journal Title

      Phil. Trans. R. Soc. B

      Volume: 371 Issue: 1697 Pages: 20150266-20150266

    • DOI

      10.1098/rstb.2015.0266

    • Related Report
      2015 Annual Research Report
    • Peer Reviewed / Open Access / Acknowledgement Compliant
  • [Journal Article] Integration of multiple spatial frequency channels in disparity-sensitive neurons in the primary visual cortex.2015

    • Author(s)
      Baba M, Sasaki KS, Ohzawa I
    • Journal Title

      J Neurosci.

      Volume: 5 Issue: 27 Pages: 10025-10038

    • DOI

      10.1523/jneurosci.0790-15.2015

    • Related Report
      2015 Annual Research Report
    • Peer Reviewed / Open Access / Acknowledgement Compliant
  • [Journal Article] Supranormal orientation selectivity of visual neurons in orientation-restricted animals.2015

    • Author(s)
      Sasaki KS, Kimura R, Ninomiya T, Tabuchi Y, Tanaka H, Fukui M, Asada YC, Arai T, Inagaki M, Nakzono T, Baba M, Kato D, Nishimoto S, Sanada TM, Tani T, Imamura K, Tanaka S, Ohzawa I
    • Journal Title

      Sci. Rep.

      Volume: 5 Issue: 1 Pages: 16712-16712

    • DOI

      10.1038/srep16712

    • Related Report
      2015 Annual Research Report
    • Peer Reviewed / Open Access / Acknowledgement Compliant
  • [Journal Article] Figure-Ground Segregation by a Population of V4 cells --- A Computational Analysis on Distributed Representation.2015

    • Author(s)
      Hasuike M, Ueno S, Minowa D, Yamane Y, Tamura H and Sakai K
    • Journal Title

      22nd International Conference on Neural Information Processing (ICONIP) 2015. Lecture Notes in Computer Science

      Volume: 9490 Pages: 617-622

    • DOI

      10.1007/978-3-319-26535-3_70

    • ISBN
      9783319265346, 9783319265353
    • Related Report
      2015 Annual Research Report
    • Peer Reviewed / Open Access / Acknowledgement Compliant
  • [Presentation] 1次視覚野神経細胞の抑制性サブユニットのsparse STC推定2020

    • Author(s)
      田中澪士, 佐々木耕太, 坂本浩隆, 長野祥大, 楽詠こう, 岡田真人
    • Organizer
      NC研究会
    • Related Report
      2019 Annual Research Report
  • [Presentation] Temporal Information for Figure-Ground Determination in Monkey V42019

    • Author(s)
      Liu B, 我妻伸彦, 田村弘、 山根ゆか子、 酒井宏
    • Organizer
      JNNS2019
    • Related Report
      2019 Annual Research Report
  • [Presentation] Figure-Ground Detection by a Population of Neurons with a Variety of Receptive-Field Structures in Monkey V42019

    • Author(s)
      Sakai K, Kimura K, Yamane Y, Tamura H
    • Organizer
      CNS*2019
    • Related Report
      2019 Annual Research Report
    • Int'l Joint Research
  • [Presentation] OSX and iOS applications for vision science education and research2019

    • Author(s)
      Izumi Ohzawa, Koichiro Nishi, Naoharu Iwai, Takuma Hanaya
    • Organizer
      APCV2019
    • Related Report
      2019 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Fast contrast adaptation in area 172019

    • Author(s)
      Kota S Sasaki, Kohei Kurihara, Izumi Ohzawa
    • Organizer
      APCV2019
    • Related Report
      2019 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Antagonistic receptive-field structure of V4 neurons detects local figure-ground organization in natural image patches2019

    • Author(s)
      Kimura K, Yamane Y, Tamura H, Sakai K
    • Organizer
      APCV 2019
    • Related Report
      2019 Annual Research Report
    • Int'l Joint Research
  • [Presentation] The correspondence between monkey visual areas and layers in DCNN saliency map model for representations of natural images.2019

    • Author(s)
      Wagatsuma N, Hidaka A, Tamura H
    • Organizer
      APCV 2019
    • Related Report
      2019 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Population activity of macaque visual neurons dynamically changes across repeated fixations to become sparse during free viewing2019

    • Author(s)
      Yamane Y, Ito J, Joana C, Maldonado PE, Tamura H, Fujita I, Doya K, Gruen S
    • Organizer
      Neuro2019
    • Related Report
      2019 Annual Research Report
  • [Presentation] V4野における図地の符号化---単一細胞の受容野構造と集団符号化2019

    • Author(s)
      酒井宏、木村耕治、山根ゆか子、田村弘
    • Organizer
      Neuro2019
    • Related Report
      2019 Annual Research Report
  • [Presentation] サルV4野神経細胞集団が表現する情報は画像特徴量から心理評価値へと切り替わる2019

    • Author(s)
      鈴木愛之、小谷梨奈、田村弘
    • Organizer
      Neuro2019
    • Related Report
      2019 Annual Research Report
  • [Presentation] Recovery of functional elements in V1 complex cells via sparse STC2019

    • Author(s)
      Sasaki KS, Tsukada T, Azuma Y, Sakamoto H, Nagano Y, Yue Y, Okada M, Ohzawa I
    • Organizer
      Neuro2019
    • Related Report
      2019 Annual Research Report
  • [Presentation] Population visual information representation in macaque V1 and V42019

    • Author(s)
      Motoya K, Shigekawa K, Sasaki KS, Hiroshi T, Ohzawa I
    • Organizer
      Neuro2019
    • Related Report
      2019 Annual Research Report
  • [Presentation] ベイズ的スペクトル分解を用いたV1複雑型細胞の受容野推定2019

    • Author(s)
      高尾俊輔, 坂本浩隆, 長野祥大, 楽詠こう, 佐々木耕太, 大澤五住, 岡田真人
    • Organizer
      日本物理学会 第74回年次大会
    • Related Report
      2019 Annual Research Report
  • [Presentation] 物体像選択的ユニット削除はCNN分類性能を向上させ,非選択的ユニット削除は低下させる2019

    • Author(s)
      神田悠汰,佐々木耕太,大澤五住,田村 弘
    • Organizer
      日本視覚学会 2019年 冬季大会
    • Related Report
      2018 Annual Research Report
  • [Presentation] 視空間的注意コントロール条件での網膜偏心度と知覚潜時の関係2019

    • Author(s)
      藤本紗也加、田村 弘
    • Organizer
      日本視覚学会 2019年 冬季大会
    • Related Report
      2018 Annual Research Report
  • [Presentation] 奥行きと方向の異なる対象間での眼球運動において観察される三相の運動軌跡2019

    • Author(s)
      中野騰久,田村 弘
    • Organizer
      日本視覚学会 2019年 冬季大会
    • Related Report
      2018 Annual Research Report
  • [Presentation] サル視覚皮質と深層畳み込みニューラルネットワークが獲得するsaliency mapモデルの画像情報表現2019

    • Author(s)
      我妻伸彦,日高章理,田村 弘
    • Organizer
      日本視覚学会 2019年 冬季大会
    • Related Report
      2018 Annual Research Report
  • [Presentation] L1ロジスティック回帰を用いた視覚皮質神経細胞集団の物体表面画像に対する識別性能の評価2019

    • Author(s)
      小谷梨奈、市川寛子、五十嵐康彦、本武陽一、岡田真人、田村弘
    • Organizer
      電子情報通信学会 ニューロコンピューティング研究会(NC)・MEとバイオサイバネティックス研究会(MBE) 合同研究会
    • Related Report
      2018 Annual Research Report
  • [Presentation] サルV4図地選好性細胞の受容野構造2019

    • Author(s)
      木村耕治、山根ゆか子、田村弘、酒井宏
    • Organizer
      電子情報通信学会 ニューロコンピューティング研究会(NC)・MEとバイオサイバネティックス研究会(MBE) 合同研究会
    • Related Report
      2018 Annual Research Report
  • [Presentation] Inferring fixated objects in free viewing from parallel neuronal spiking activities in macaque monkeys.2018

    • Author(s)
      Yukako Yamane, Junji Ito, Cristian Joana, Pedro E. Maldonado, Hiroshi Tamura, Ichiro Fujita, Kenji Doya, Sonja Gruen
    • Organizer
      第41回日本神経科学大会
    • Related Report
      2018 Annual Research Report
  • [Presentation] Representation of fixated objects by multiple single unit activity in visual cortices of freely viewing macaque monkeys.2018

    • Author(s)
      Yukako Yamane, Junji Ito, Cristian Joana, Pedro E. Maldonado, Hiroshi Tamura, Ichiro Fujita, Kenji Doya, Sonja Gruen
    • Organizer
      FENS2018、11th FENS (Federations of European Neurosciences)
    • Related Report
      2018 Annual Research Report
    • Int'l Joint Research
  • [Presentation] スパースSTCによるV1複雑型細胞の受容野推定2018

    • Author(s)
      塚田 尭、佐々木 耕太、坂本 浩隆、長野 洋大、楽 詠こう、岡田 真人、 大澤 五住
    • Organizer
      第41回日本神経科学大会
    • Related Report
      2018 Annual Research Report
  • [Presentation] CNNにおける手がかり不変的な応答2018

    • Author(s)
      佐々木 耕太、脇谷 海平、大澤 五住
    • Organizer
      第41回日本神経科学大会
    • Related Report
      2018 Annual Research Report
  • [Presentation] Lassoを用いた時空間受容野のスパース推定2018

    • Author(s)
      東 侑之介、佐々木 耕太、坂本 浩隆、長野 祥大、楽 詠こう、岡田 真人、 大澤 五住
    • Organizer
      第41回日本神経科学大会
    • Related Report
      2018 Annual Research Report
  • [Presentation] 眼球運動と物体認識2018

    • Author(s)
      田村弘
    • Organizer
      ニューロコンピュータビジョン研究会
    • Related Report
      2017 Annual Research Report
    • Invited
  • [Presentation] LASSOを用いたスパースなフーリエ表現を持つ受容野の高速推定2017

    • Author(s)
      谷田健、坂本浩隆、五十嵐康彦、出利葉健、徳田悟、佐々木耕太、大澤五住、岡田真人
    • Organizer
      電子通信学会ニューロコンピューティング研究会 (NC NLP)
    • Place of Presentation
      北九州学術研究都市 産学連携センター(北九州市、福岡県)
    • Year and Date
      2017-01-26
    • Related Report
      2016 Annual Research Report
  • [Presentation] Pooling in V1 parameter space enhances accuracy of binocular matching2017

    • Author(s)
      Izumi Ohzawa
    • Organizer
      The 13th Asia Pacific Conference on Vision (APCV)
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] Curvature-selective units emerged in intermediate layer of a convolutional network2017

    • Author(s)
      脇谷 海平、佐々木 耕太、大澤 五住
    • Organizer
      Neuro2017、第40回日本神経科学大会、幕張メッセ、千葉市
    • Related Report
      2017 Annual Research Report
  • [Presentation] Comparisons of orientation and spatial frequency tuning characteristics across V1, V2 and MT neurons in macaque monkeys2017

    • Author(s)
      塚田 尭、佐々木 耕太、大澤 五住
    • Organizer
      Neuro2017、第40回日本神経科学大会、幕張メッセ、千葉
    • Related Report
      2017 Annual Research Report
  • [Presentation] Pairwise correlation of spiking activities differed among hierarchically organized visual cortical areas of macaque monkeys2017

    • Author(s)
      H. Tamura
    • Organizer
      Neuro2017、第40回日本神経科学大会、幕張メッセ、千葉市
    • Related Report
      2017 Annual Research Report
  • [Presentation] Switch from ambient to focal processing mode explains the dynamics of free viewing eye movements2017

    • Author(s)
      Ito J, Yamane Y, Suzuki M, Maldonado P, Fujita I, Tamura H, Grun S
    • Organizer
      ECVP 2017 European Conference on Visual Perception 27-31 August Berlin, Germany
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Relationships between natural surface images representations of monkey visual cortical areas and those of convolutional neural networks2017

    • Author(s)
      中谷光宏、神田悠汰、田村弘
    • Organizer
      第27回 日本神経回路学会 全国大会、北九州国際会議場
    • Related Report
      2017 Annual Research Report
  • [Presentation] Semi-online determination of preferred stimuli for visual cortex neurons by deep generative networks2017

    • Author(s)
      Shinjiro Mita, Taiga Fujimoto, Ryosuke Takeuchi, Hiroshi Tamura, Ichiro Fujita
    • Organizer
      第9回光操作研究会、東北大学、仙台
    • Related Report
      2017 Annual Research Report
  • [Presentation] Figure-ground discrimination by a population of V4 cells.2016

    • Author(s)
      Sakai K, Hasuike M, Minowa D, Yamane Y, Tamura H
    • Organizer
      Society for Neuroscience, Annual Meeting 2016
    • Place of Presentation
      San Diego, USA
    • Year and Date
      2016-11-12
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Fast contrast adaptation in V1 neurons: neural correlates of fading illusion2016

    • Author(s)
      Sasaki KS, Kurihara K, Ohzawa I
    • Organizer
      Society for Neuroscience, Annual Meeting 2016
    • Place of Presentation
      San Diego, USA
    • Year and Date
      2016-11-12
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [Presentation] What features are matched binocularly for stereopsis?2016

    • Author(s)
      Ohzawa I, Kato D, Baba M, Sasaki KS
    • Organizer
      Society for Neuroscience, Annual Meeting 2016
    • Place of Presentation
      San Diego, USA
    • Year and Date
      2016-11-12
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Sensitivity of V2 neurons to curvatures in infant monkeys2016

    • Author(s)
      Zhang B, Wang Y, Tao X, Shen G, Smith III, EL, Ohzawa I, Chino Y
    • Organizer
      Society for Neuroscience, Annual Meeting 2016
    • Place of Presentation
      San Diego, USA
    • Year and Date
      2016-11-12
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Representation of local figure-ground by a group of V4 cells2016

    • Author(s)
      Hasuike M, Yamane Y, Tamura H, Sakai K
    • Organizer
      ICONIP 2016
    • Place of Presentation
      Clock Tower Centennial Hall (Kyoto, Japan)
    • Year and Date
      2016-10-16
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 初期視覚野における情報処理2016

    • Author(s)
      大澤五住
    • Organizer
      第57回日本視能矯正学会
    • Place of Presentation
      大阪国際会議場(大阪)
    • Year and Date
      2016-10-15
    • Related Report
      2016 Annual Research Report
    • Invited
  • [Presentation] 一次視覚野細胞の速いコントラスト順応2016

    • Author(s)
      佐々木耕太, 栗原康平, 大澤五住
    • Organizer
      視覚科学フォーラム
    • Place of Presentation
      脳情報通信融合研究センター(吹田市、大阪)
    • Year and Date
      2016-08-25
    • Related Report
      2016 Annual Research Report
  • [Presentation] 神経科学者からみたDeep Neural Network (DNN)2016

    • Author(s)
      大澤五住
    • Organizer
      第39回日本神経科学大会 (IPSシンポジウム招待講演)
    • Place of Presentation
      パシフィコ横浜(横浜市、神奈川県)
    • Year and Date
      2016-07-20
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] ネコ第一次視覚野の局所領域における空間周波数チューニングダイナミクスの多様性2016

    • Author(s)
      田中宏喜, 大澤五住
    • Organizer
      第39回日本神経科学大会
    • Place of Presentation
      パシフィコ横浜(横浜市、神奈川県)
    • Year and Date
      2016-07-20
    • Related Report
      2016 Annual Research Report
  • [Presentation] 畳込みニューラルネットワーク初期層における色情報表現の解析2016

    • Author(s)
      脇谷 海平, 佐々木耕太, 大澤五住
    • Organizer
      第39回日本神経科学大会
    • Place of Presentation
      パシフィコ横浜(横浜市、神奈川県)
    • Year and Date
      2016-07-20
    • Related Report
      2016 Annual Research Report
  • [Presentation] サルV1、MT野単一細胞の抑制性サブユニット2016

    • Author(s)
      藤井健人, 佐々木耕太, 大澤五住
    • Organizer
      第39回日本神経科学大会
    • Place of Presentation
      パシフィコ横浜(横浜市、神奈川県)
    • Year and Date
      2016-07-20
    • Related Report
      2016 Annual Research Report
  • [Presentation] V1単純型細胞がになう視覚情報と発火頻度のばらつきの関係2016

    • Author(s)
      西 功一朗, 佐々木耕太, 大澤五住
    • Organizer
      第39回日本神経科学大会
    • Place of Presentation
      パシフィコ横浜(横浜市、神奈川県)
    • Year and Date
      2016-07-20
    • Related Report
      2016 Annual Research Report
  • [Presentation] 初期視覚メカニズムとそのモデル~階層型ニューラルネットの視点から~2016

    • Author(s)
      大澤五住
    • Organizer
      システム視覚科学研究センターシンポジウム
    • Place of Presentation
      立命館大学びわこ・くさつキャンパス
    • Year and Date
      2016-03-08
    • Related Report
      2015 Annual Research Report
    • Invited
  • [Presentation] 視覚系ニューロンの受容野と視覚情報処理2016

    • Author(s)
      大澤五住
    • Organizer
      日本視野学会 第1回視覚生理学基礎セミナー
    • Place of Presentation
      近畿大学医学部付属病院 (狭山市、大阪府)
    • Year and Date
      2016-02-28
    • Related Report
      2015 Annual Research Report
    • Invited
  • [Presentation] Vertcal and horizontal structures of neuronal correlations in the cat primary visual cortex2015

    • Author(s)
      Tanaka H, Tamura H, Ohzawa I.
    • Organizer
      Society for Neuroscience Annual Meeting
    • Place of Presentation
      Chicago (USA)
    • Year and Date
      2015-10-17
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 視覚経路におけるFiltering とPooling2015

    • Author(s)
      大澤五住
    • Organizer
      第25回日本神経回路学会 (JNNS)
    • Place of Presentation
      電気通信大学(調布, 東京都)
    • Year and Date
      2015-09-04
    • Related Report
      2015 Annual Research Report
    • Invited
  • [Presentation] Identification of functional elements for macaque MT neurons.2015

    • Author(s)
      Fujii K, Sasaki KS, Inagaki M, Hashimoto H, OhzawaI.
    • Organizer
      第28回日本神経科学大会
    • Place of Presentation
      神戸国際会議場(神戸)
    • Year and Date
      2015-07-28
    • Related Report
      2015 Annual Research Report
  • [Presentation] A subspace reverse correlation in 3-D frequency domain for MT neurons2015

    • Author(s)
      Inagaki M, Sasaki KS, Hashimoto H, OhzawaI
    • Organizer
      第28回日本神経科学大会
    • Place of Presentation
      神戸国際会議場(神戸)
    • Year and Date
      2015-07-28
    • Related Report
      2015 Annual Research Report
  • [Presentation] Integration of multiple orientation channels in V1 disparity detectors2015

    • Author(s)
      Kato D, Sasaki KS, OhzawaI
    • Organizer
      第28回日本神経科学大会
    • Place of Presentation
      神戸国際会議場(神戸)
    • Year and Date
      2015-07-28
    • Related Report
      2015 Annual Research Report
  • [Presentation] Suppressive responses in macaque V2 and MT neurons2015

    • Author(s)
      Sasaki KS, Inagaki M, Hashimoto H, OhzawaI
    • Organizer
      第28回日本神経科学大会
    • Place of Presentation
      神戸国際会議場(神戸)
    • Year and Date
      2015-07-28
    • Related Report
      2015 Annual Research Report
  • [Presentation] Spatial Frequency Dependence of Perception of Gloss2015

    • Author(s)
      Motoya K, Nakazono T, OhzawaI
    • Organizer
      第28回日本神経科学大会
    • Place of Presentation
      神戸国際会議場(神戸)
    • Year and Date
      2015-07-28
    • Related Report
      2015 Annual Research Report
  • [Presentation] Laminar structures of loose and precise neuronal correlations in the cat primary visual cortex2015

    • Author(s)
      Tanaka H, Tamura H, OhzawaI
    • Organizer
      第28回日本神経科学大会
    • Place of Presentation
      神戸国際会議場(神戸)
    • Year and Date
      2015-07-28
    • Related Report
      2015 Annual Research Report
  • [Book] 視能訓練学2018

    • Author(s)
      大澤五住. 第3章視覚生理学 H.両眼視細胞と受容野
    • Total Pages
      440
    • Publisher
      医学書院
    • ISBN
      9784260032230
    • Related Report
      2017 Annual Research Report
  • [Book] 質感の科学2016

    • Author(s)
      小松英彦(編), 大澤五住 他
    • Total Pages
      232
    • Publisher
      朝倉書店
    • Related Report
      2016 Annual Research Report
  • [Book] 質感の科学2016

    • Author(s)
      小松英彦、西田眞也、大澤五住、他
    • Publisher
      朝倉書店
    • Related Report
      2015 Annual Research Report
  • [Remarks] 大阪大学 大学院生命機能研究科 脳神経工学講座 視覚神経科学研究室

    • URL

      http://ohzawa-lab.bpe.es.osaka-u.ac.jp

    • Related Report
      2017 Annual Research Report
  • [Remarks] ステレオ立体視のために両眼の間で比較される脳内情報は何か?

    • URL

      http://www.fbs.osaka-u.ac.jp/jpn/events/achievement/kato-ohzawa-20160607/

    • Related Report
      2016 Annual Research Report
  • [Remarks] 方位限定環境で育った動物の視覚野細胞は正常よりシャープな選択性を持つ(大阪大学大学院生命機能研究科)

    • URL

      http://www.fbs.osaka-u.ac.jp/jpn/events/achievement/sasaki-ohzawa-20151117/

    • Related Report
      2015 Annual Research Report
  • [Remarks] Publications of Visual Neuroscience Laboratory

    • URL

      http://ohzawa-lab.bpe.es.osaka-u.ac.jp/ohzawa-lab/publications/

    • Related Report
      2015 Annual Research Report
  • [Funded Workshop] NICT-NSF Collaborative Workshop on Computational Neuroscience2017

    • Place of Presentation
      脳情報通信融合研究センター CiNet(吹田市、大阪)
    • Year and Date
      2017-01-17
    • Related Report
      2016 Annual Research Report
  • [Funded Workshop] CiNet Seminar by Dan Yamins (Stanford University) and Ko Nishino (Drexel University)2017

    • Place of Presentation
      脳情報通信融合研究センター CiNet(吹田市、大阪)
    • Related Report
      2016 Annual Research Report

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Published: 2015-07-02   Modified: 2022-11-04  

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