江口 (中島) 晃浩

Oxford Centre for Theoretical Neuroscience and Artificial Intelligence, Oxford, UK | oftnai.org

日本マイクロソフト, Tokyo, Japan | https://www.microsoft.com/ja-jp

Araya, Inc., Tokyo, Japan | araya.org

1-970-670-0521, aki.hero.ox at gamil.com 

http://aeguchi.hogsford.com

Education

• オックスフォード大学, 2012-2017

  • 博士号課程：医科学部 実験心理学 計算神経科学研究科

    • 博論: 霊長類の腹側視覚経路のニューラルネットワークモデリング (Neural Network Modelling of the Primate Ventral Visual Pathway)

    • 指導教官: Dr. Simon Stringer / Prof. Glyn Humphreys

• アーカンソー大学 (University of Arkansas, Fayetteville), GPA 3.98

  • 理学士 計算機科学 (工学部), 2011

    • 最優等学位 (Summa Cum Laude) ・学科主席

    • 卒業研究: 形状とその機能に基づく物体認識 (Object Recognition Based on Shape and Function)

    • 指導教官: Dr. Craig W. Thompson

  • 教養学士 心理学 (教養・理学部), 2012

    • 最優等学位 (Summa Cum Laude)

    • 卒業研究: 幼児の言葉学習における文化による偏向 ("Cultural bias during word learning")

    • 指導教官: Dr. Douglas A. Behrend

  • 副専攻 数学

• 豊田工業高等専門学校, 2004 - 2008

  • 情報工学科 (3年次迄)

発表論文

ジャーナル発表論文

• Eguchi, A., Horii, T., Nagai, T., Kanai, R., Oizumi, M. (2020) An Information Theoretic Approach to Reveal the Formation of Shared Representations, Front. Comput. Neurosci., 29. https://doi.org/10.3389/fncom.2020.00001

• Isbister, J., Eguchi, A., Ahmad, N., Galeazzi, J., Buckley, M., and Stringer, S. (2018) A new approach to solving the feature-binding problem in primate vision, Interface Focus, 8 (4). https://doi.org/10.1098/rsfs.2018.0021

• Eguchi, A., Isbister, J., Ahmad, N., Stringer, S. (2018) The emergence of polychronization and feature binding in a spiking neural network model of the primate ventral visual system, Psychological Review. https://doi.org/10.1037/rev0000103.

• Minot, T., Dury, H. L., Eguchi, A., Humphreys, G. W., & Stringer, S. M. (2017). The Neural Representation of the Gender of Faces in the Primate Visual System: A Computer Modeling Study. Psychological Review, 124(2), 154-167. https://doi.org/10.1037/rev0000049

• Eguchi, A., Walters, D., Peerenboom, N., Dury, H., Fox, E., & Stringer, S. (2017). Understanding the Neural Basis of Cognitive Bias Modification as a Clinical Treatment for Depression. Journal of Consulting and Clinical Psychology, 85(3), 200-217. https://doi.org/10.1037/ccp0000165

• Eguchi, A., Humphreys, G. W., & Stringer, S. M. (2016). The visually guided development of facial representations in the primate ventral visual pathway: A computer modeling study. Psychological Review, 123(6), 696–739. https://doi.org/10.1037/rev0000042

• Eguchi, A., & Stringer, S. M. (2016). Neural Network Model Develops Border Ownership Representation through Visually Guided Learning. Neurobiology of Learning and Memory, 136, 147–165. https://doi.org/10.1016/j.nlm.2016.10.007

• Spoerer, C. J., Eguchi, A., & Stringer, S. M. (2016). A computational exploration of complementary learning mechanisms in the primate ventral visual pathway. Vision Research, 119, 16–28. https://doi.org/10.1016/j.visres.2015.12.008

• Eguchi, A., Mender, B. M. W., Evans, B., Humphreys, G., & Stringer, S. (2015). Computational Modelling of the Neural Representation of Object Shape in the Primate Ventral Visual System. Frontiers in Computational Neuroscience, 9(100). https://doi.org/10.3389/fncom.2015.00100

• Eguchi, A., Neymotin, S. A., & Stringer, S. M. (2014). Color opponent receptive fields self-organize in a biophysical model of visual cortex via spike-timing dependent plasticity. Frontiers in Neural Circuits, 8(16). https://doi.org/10.3389/fncir.2014.00016 [pdf]

• Eguchi, A., Nguyen, H., & Thompson, C. W. (2013). Everything is alive: towards the future wisdom Web of things. World Wide Web, 1–22. https://doi.org/10.1007/s11280-012-0182-4

• Eguchi, A. (2012) Object Recognition Based on Shape and Function: Inspired by Children's Word Acquisition. Inquiry Journal of Undergraduate Research, University of Arkansas, 13, pp. 3-8.

• Eguchi, A., Thompson, C. W. (2011) Towards a Semantic World: Smart Objects in a Virtual World, International Journal of Computer Information Systems and Industrial Management, 3, pp. 905-911.

• Eguchi, A., Thompson, C. W. (2010) Smart Objects in a Virtual World. Inquiry Journal of Undergraduate Research, University of Arkansas, 11, 2010. pp. 3-8.

学会発表論文

• Eguchi, A., & Stringer, S. M. (2014). Computational modeling of the development of detailed facial representations along ventral pathway. BMC Neuroscience, 15(Suppl 1), P38. https://doi.org/10.1186/1471-2202-15-S1-P38

• Eguchi A. (2013) The neural representation of object shape in the primate ventral visual system. Poster presentation. 9th Medical Sciences DPhil Day, University of Oxford Medical Sciences Department, Oxford, July 12.

• Eguchi, A., & Nguyen, H. (2011). Minority game: The battle of adaptation, intelligence, cooperation and power. In 2011 Federated Conference on Computer Science and Information Systems (FedCSIS) (pp. 631–634).

• Nguyen, H., Eguchi, A., & Hooten, D. (2011). In search of a cost effective way to develop autonomous floor mapping robots. In 2011 IEEE International Symposium on Robotic and Sensors Environments (ROSE) (pp. 107–112). https://doi.org/10.1109/ROSE.2011.6058510.

• Eguchi, A. & Thompson, C. W. (2010) Towards a Semantic World: Smart Objects in a Virtual World. In Web Virtual Reality and Three-Dimensional Worlds Workshop (IADIS WEB3DW2010), Freiburg, Germany, July 26-31. pp.488-493.

• Eguchi, A. (2010) Smart Objects in a Virtual World. Poster presentation. In Cyber Infrastructure Days Conference, May 16-17. http://hpc.uark.edu/cidays/

• Eguchi, A., & Thompson, C. W. (2010) Smart Objects in a Virtual World. In Conference on Applied Research in Information Technology, Acxiom Laboratory for Applied Research, Conway AR, April 9.

• Eguchi A., & Thompson, C. W. (2010) Smart Objects in a Virtual World,” X10 Workshop on Extensible Virtual Worlds, venue: Second Life, March 29 - April 2. http://vw.ddns.uark.edu/X10

書籍

• Eguchi, A., Neymotin, S. A., Horwitz, G. D., & Albright, T. D. (2017). Representation of Color. In John Stein (ed.), Reference Module in Neuroscience and Biobehavioral Psychology. Elsevier. https://doi.org/10.1016/B978-0-12-809324-5.02964-3

• Eguchi, A., Nguyen, H., Thompson, C. W., & Deneke, W. (2016) Towards a Situation-Aware Architecture for the Wisdom Web of Things. In: Ning Zhing, Jianhua Ma, Jiming Liu, Runhe Huang, and Xiaohui Tao (eds.), Wisdom Web of Things (W2T), Springer. http://www.springer.com/us/book/9783319441962

経験 / 経歴

• シニアリサーチャー - 株式会社アラヤ, Nov 2017 - present

• インターンシップ - 日本マイクロソフト, June 2017 - Aug 2017

• サマースクール - 神経系における情報処理, オスナブリュック大学, ドイツ, May. 2015

• 計算神経科学学部コース チューター, オックスフォード大学, Hilary 2014, 2015

• サマースクール - 認知ロボットと神経動的場理論, ルール大学ボーフム, ドイツ, Aug. 2014 

• リサーチプロジェクト - ウッズホール海洋生物学研究所(MBL), アメリカ, July 2014 

• サマースクール - OIST計算神経科学コース, 沖縄科学技術大学院大学(OIST), June 2013 - July 2013

• インターンシップ - NTTデータ 経営研究所 応用脳科学コンソーシアム, June 2012 - Aug. 2012

• リサーチアシスタント - アーカンソー大学 計算機工学・計算機科学学部 , Spring 2012

• ティーチングアシスタント - アーカンソー大学 計算機工学・計算機科学学部, Fall 2011

• 実験補佐 - アーカンソー大学 心理学部, Spring 2011

• 研修 - 生理学研究所, Aug 2010

Scholarship and Achievements

Awards

• 2011年コンピュータ科学学部卒業主席, アーカンソー大学, 2011.

• 優秀賞, CRA 全米傑出学部研究者賞 (受賞者リスト), 2011.

• 優秀賞, ACM国際大学対抗プログラミングコンテスト, Mid-central region, Nov 2010.

• 学部研究賞, 授与者三名の一人 ($1,000), アーカンソー大学, May 2010.

• Chancellor’s List, 2008 -  2012

• Dean’s List, 2008 -  2012

奨学金・研究費

• Tuition Fee Scholarship from Oxford Foundation for Theoretical Neuroscience and Artificial Intelligence, 2013-present

• Honors College Research Travel Grants from University of Arkansas ($750), Sep 2011.

• Honors College Research Grant from University of Arkansas ($2,900), 2011.

• The Hazel Deshazo Crooch and Abby deshazo Narcho Scholarship ($1,000), June 2011.

• Honors College Research Travel Grants from University of Arkansas ($750), June 2010.

• Study abroad scholarship from The Morita Scholarship Foundation ($5,000), 2007

オナーズ協会

• Phi Beta Kappa, 2012 - present

• Phi Kappa Phi, 2011 -  present

• Golden Key International Honour Society, 2009 -  present

• The National Society of Collegiate Scholars (NSCS), 2009 -  present

その他の活動

• Vice Representative of KagakushaNet, 2014 - present

• Programming Contest Team Member at U of A, 2010 - 2011

• Alternative Spring Break Volunteer at city of Texarkana, AR; community service, teaching pre-college children how to read, Mar 19-24, 2011.

• Student Member, Association for Computing Machinery (ACM), 2009 - present

• Student Member, Institute of Electrical and Electronics Engineers (IEEE), 2009 - present

• Student Council at Spring International Language Center, 2008

• American Field Service (AFS), 2005 - 2007