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Inferring neuronal ionic conductances from membrane potentials using CNNs
Roy Ben-Shalom, Jan Balewski, Anand Siththaranjan, Vyassa Baratham, Henry Kyoung, Kyung Geun Kim, Kevin J. Bender, View ORCID ProfileKristofer E. Bouchard
doi: https://doi.org/10.1101/727974
Roy Ben-Shalom
1NERSC, Lawrence Berkeley National Laboratory, Berkeley, California, USA
2Weill Institute for Neurosciences, University of California, San Francisco, San Francisco CA, USA
3Department of Neurology, University of California, San Francisco, San Francisco, CA, USA
Jan Balewski
1NERSC, Lawrence Berkeley National Laboratory, Berkeley, California, USA
Anand Siththaranjan
4Department of Electrical Engineering and Computer Science, University of California, Berkeley, Berkeley CA, USA
Vyassa Baratham
5Department of Physics, University of California, Berkeley, CA, USA
6Biological Systems and Engineering Division, Lawrence Berkeley National Lab, Berkeley, CA, USA
Henry Kyoung
4Department of Electrical Engineering and Computer Science, University of California, Berkeley, Berkeley CA, USA
Kyung Geun Kim
4Department of Electrical Engineering and Computer Science, University of California, Berkeley, Berkeley CA, USA
Kevin J. Bender
2Weill Institute for Neurosciences, University of California, San Francisco, San Francisco CA, USA
3Department of Neurology, University of California, San Francisco, San Francisco, CA, USA
Kristofer E. Bouchard
7Biological Systems and Engineering Division, and Computational Research Division; Lawrence Berkeley National Lab, Berkeley, CA, USA
8Helen Wills Neuroscience Institute, University of California, Berkeley, CA, USA
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Posted August 06, 2019.
Inferring neuronal ionic conductances from membrane potentials using CNNs
Roy Ben-Shalom, Jan Balewski, Anand Siththaranjan, Vyassa Baratham, Henry Kyoung, Kyung Geun Kim, Kevin J. Bender, Kristofer E. Bouchard
bioRxiv 727974; doi: https://doi.org/10.1101/727974
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