CoNNECT: Convolutional Neural Network for Estimating synaptic Connectivity from spike Trains

Daisuke Endo; Ryota Kobayashi; Ramon Bartolo; Bruno B. Averbeck; Yasuko Sugase-Miyamoto; Kazuko Hayashi; Kenji Kawano; Barry J. Richmond; Shigeru Shinomoto

doi:10.1101/2020.05.05.078089

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CoNNECT: Convolutional Neural Network for Estimating synaptic Connectivity from spike Trains

Daisuke Endo, View ORCID ProfileRyota Kobayashi, Ramon Bartolo, View ORCID ProfileBruno B. Averbeck, View ORCID ProfileYasuko Sugase-Miyamoto, View ORCID ProfileKazuko Hayashi, Kenji Kawano, View ORCID ProfileBarry J. Richmond, View ORCID ProfileShigeru Shinomoto

doi: https://doi.org/10.1101/2020.05.05.078089

Daisuke Endo

1Graduate School of Informatics, Kyoto University, Kyoto 606-8501, Japan

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Ryota Kobayashi

2Mathematics and Informatics Center, The University of Tokyo, Tokyo 113-8656, Japan

3Department of Complexity Science and Engineering, The University of Tokyo, Chiba 277-8561, Japan

4JST, PRESTO, Saitama, 332-0012, Japan

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Ramon Bartolo

5Laboratory of Neuropsychology, NIMH/NIH/DHHS, Bethesda, MD 20814, USA

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Bruno B. Averbeck

5Laboratory of Neuropsychology, NIMH/NIH/DHHS, Bethesda, MD 20814, USA

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Yasuko Sugase-Miyamoto

6Human Informatics and Interaction Research Institute, National Institute of Advanced Industrial Science and Technology, Tsukuba 305-8568, Japan

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Kazuko Hayashi

6Human Informatics and Interaction Research Institute, National Institute of Advanced Industrial Science and Technology, Tsukuba 305-8568, Japan

7Japan Society for the Promotion of Science, Tokyo 102-0083, Japan

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Kenji Kawano

6Human Informatics and Interaction Research Institute, National Institute of Advanced Industrial Science and Technology, Tsukuba 305-8568, Japan

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Barry J. Richmond

5Laboratory of Neuropsychology, NIMH/NIH/DHHS, Bethesda, MD 20814, USA

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Shigeru Shinomoto

8Department of Physics, Kyoto University, Kyoto 606-8502, Japan

9Brain Information Communication Research Laboratory Group, ATR Institute International, Kyoto 619-0288, Japan

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ORCID record for Shigeru Shinomoto
For correspondence: shinomoto.shigeru.6e@kyoto-u.ac.jp

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CoNNECT: Convolutional Neural Network for Estimating synaptic Connectivity from spike Trains

Daisuke Endo, Ryota Kobayashi, Ramon Bartolo, Bruno B. Averbeck, Yasuko Sugase-Miyamoto, Kazuko Hayashi, Kenji Kawano, Barry J. Richmond, Shigeru Shinomoto

bioRxiv 2020.05.05.078089; doi: https://doi.org/10.1101/2020.05.05.078089

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CoNNECT: Convolutional Neural Network for Estimating synaptic Connectivity from spike Trains

Daisuke Endo, Ryota Kobayashi, Ramon Bartolo, Bruno B. Averbeck, Yasuko Sugase-Miyamoto, Kazuko Hayashi, Kenji Kawano, Barry J. Richmond, Shigeru Shinomoto

bioRxiv 2020.05.05.078089; doi: https://doi.org/10.1101/2020.05.05.078089

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