[1O13m-1] Machine Learning Methods | The 44th Annual Meeting of the Japan Neuroscience Society / The 1st CJK International Meeting

Session Details

OralI. Computational Theories

[1O13m-1]Machine Learning Methods

Wed. Jul 28, 2021 9:00 AM - 10:00 AM JST
Wed. Jul 28, 2021 12:00 AM - 1:00 AM UTC

Room13 2B, No.2 Bldg., Exhibition Hall

Chairperson: Takuya Isomura (Brain Intelligence Theory Unit, RIKEN Center for Brain Science, Saitama, Japan), RYOTA KOBAYASHI

9:00 AM - 9:15 AM JST(12:00 AM - 12:15 AM UTC)

[1O13m-1-01]Hierarchical processing of vision-to-value transformation: A combinatory study of fMRI and deep learning

〇Trung Quang Pham¹, Takaaki Yoshimoto¹, Haruki Niwa¹, Haruka K Takahashi⁴, Ryutaro Uchiyama¹, Teppei Matsui³, Adam K Anderson², Norihiro Sadato¹, Junichi Chikazoe¹ (1.NIPS, Okazaki, Japan, 2.Cornell Univ, New York, USA , 3.Univ of Tokyo, Tokyo, Japan , 4.Kao Corp, Odawara, Japan)

9:15 AM - 9:30 AM JST(12:15 AM - 12:30 AM UTC)

[1O13m-1-02]CoNNECT: Convolutional Neural Network for Estimating synaptic Connectivity from parallel spike trains

〇Ryota Kobayashi^1,2,3, Daisuke Endo⁴, Shigeru Shinomoto^5,4 (1.Grad Sch Front Sci, Univ of Tokyo, Japan, 2.MI center, Univ of Tokyo, Japan, 3.JST,PRESTO, 4.Grad Sch Info, Kyoto Univ, 5.ATR Institute International)

9:30 AM - 9:45 AM JST(12:30 AM - 12:45 AM UTC)

[1O13m-1-03]Introduction to PredPCA and its relation to neuroscience

〇Takuya Isomura¹ (1.RIKEN Center for Brain Science)

9:45 AM - 10:00 AM JST(12:45 AM - 1:00 AM UTC)

[1O13m-1-04]Stochastic Lévy process optimizes affine transformed learning on fixation eye movements

〇Yasuto Tanaka^1,2, Taro Maeda², Hiroyuki Fujie¹ (1.Miki Holdings Inc. , 2.Osaka University)

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