Author

Kaushik Roy

Purdue University West LafayettePrimary ORCID profile (0000-0003-4937-2115 · 1 paper)Unclaimed ORCID profile · follow to get notified of new preprints

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Kaushik RoyiD1 paper · McGill University

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Neuroscience· 1

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Research Focus:benchmarking· 1 Approach:statistical model· 1

Frequent Co-Authors

Aditi Anand· 1 shared Sanchari SeniD· 1 shared

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2021-2021 · peak 1/yr

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2 top collaborators · 1 mutual co-author link

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1 shared paperNeuroscience

Aditi Anand

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1 paper

Recent·Most cited

Quantifying the Brain Predictivity of Artificial Neural Networks with Nonlinear Response Mapping

Aditi Anand, Sanchari Sen, Kaushik Roy

This paper introduces a method to quantify neural predictivity by mapping ANN activations to brain responses with a nonlinear function, finding that non-linear mapping improves predictivity and that pruning increases it.

Frontiers in Computational Neuroscience · Aug 24, 2021Peer-reviewedNeuroscience