The 44th Annual Meeting of the Japan Neuroscience Society / The 1st CJK International Meeting

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Oral

I. Computational Theories

[1O13m-1] Machine Learning Methods

Wed. Jul 28, 2021 9:00 AM - 10:00 AM Room13 (2B, No.2 Bldg., Exhibition Hall)

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

9:15 AM - 9:30 AM

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

〇Ryota Kobayashi1,2,3, Daisuke Endo4, Shigeru Shinomoto5,4 (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)

Keywords:Reconstruction of neuronal circuitry, Synaptic connectivity, Multiple spike trains analysis, Convolutional Neural Network

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