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

New Results

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

Find this author on Google Scholar
Find this author on PubMed
Search for this author on this site

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

Find this author on Google Scholar
Find this author on PubMed
Search for this author on this site
ORCID record for Ryota Kobayashi

Ramon Bartolo

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

Find this author on Google Scholar
Find this author on PubMed
Search for this author on this site

Bruno B. Averbeck

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

Find this author on Google Scholar
Find this author on PubMed
Search for this author on this site
ORCID record for Bruno B. Averbeck

Yasuko Sugase-Miyamoto

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

Find this author on Google Scholar
Find this author on PubMed
Search for this author on this site
ORCID record for Yasuko Sugase-Miyamoto

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

Find this author on Google Scholar
Find this author on PubMed
Search for this author on this site
ORCID record for Kazuko Hayashi

Kenji Kawano

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

Find this author on Google Scholar
Find this author on PubMed
Search for this author on this site

Barry J. Richmond

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

Find this author on Google Scholar
Find this author on PubMed
Search for this author on this site
ORCID record for Barry J. Richmond

Shigeru Shinomoto

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

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

Find this author on Google Scholar
Find this author on PubMed
Search for this author on this site
ORCID record for Shigeru Shinomoto
For correspondence: shinomoto.shigeru.6e@kyoto-u.ac.jp

Abstract
Full Text
Info/History
Metrics
Data/Code
Preview PDF

http://www.ton.scphys.kyoto-u.ac.jp/~shino/CONNECT/

View the discussion thread.

PreviousNext

Posted May 05, 2020.

Download PDF

Data/Code

Thank you for your interest in spreading the word about bioRxiv.

NOTE: Your email address is requested solely to identify you as the sender of this article.

Your Email *

Your Name *

Send To *

Enter multiple addresses on separate lines or separate them with commas.

You are going to email the following CoNNECT: Convolutional Neural Network for Estimating synaptic Connectivity from spike Trains

Message Subject (Your Name) has forwarded a page to you from bioRxiv

Message Body (Your Name) thought you would like to see this page from the bioRxiv website.

Your Personal Message

CAPTCHA

This question is for testing whether or not you are a human visitor and to prevent automated spam submissions.

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

Share This Article:

Citation Tools

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

Citation Manager Formats

BibTeX
Bookends
EasyBib
EndNote (tagged)
EndNote 8 (xml)
Medlars
Mendeley
Papers
RefWorks Tagged
Ref Manager
RIS
Zotero

Tweet Widget
Facebook Like
Google Plus One

Subject Area

Neuroscience

Subject Areas

All Articles

Animal Behavior and Cognition (2430)
Biochemistry (4791)
Bioengineering (3333)
Bioinformatics (14684)
Biophysics (6640)
Cancer Biology (5172)
Cell Biology (7429)
Clinical Trials (138)
Developmental Biology (4367)
Ecology (6874)
Epidemiology (2057)
Evolutionary Biology (9926)
Genetics (7346)
Genomics (9533)
Immunology (4558)
Microbiology (12686)
Molecular Biology (4948)
Neuroscience (28348)
Paleontology (199)
Pathology (809)
Pharmacology and Toxicology (1392)
Physiology (2024)
Plant Biology (4504)
Scientific Communication and Education (977)
Synthetic Biology (1299)
Systems Biology (3917)
Zoology (726)