17 citations · 27 across the 6 of their papers we have counts for
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cs.NE2018★ 17 cited
Measuring and regularizing networks in function space
Ari S. Benjamin, David Rolnick, Konrad Kording
To optimize a neural network one often thinks of optimizing its parameters, but it is ultimately a matter of optimizing the function that maps inputs to outputs. Since a change in…
q-bio.NC2018★ 1 cited
The Roles of Supervised Machine Learning in Systems Neuroscience
Joshua I. Glaser, Ari S. Benjamin, Roozbeh Farhoodi +1
Over the last several years, the use of machine learning (ML) in neuroscience has been rapidly increasing. Here, we review ML's contributions, both realized and potential, across s…