Author

Ashutosh Singh

Northeastern UniversityORCID 0000-0001-9260-8344Unclaimed ORCID profile · follow to get notified of new preprints

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Ashutosh Singh4 papers · The University of Texas MD Anderson Cancer Center

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Neuroscience· 1

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Research Focus:benchmarking· 1 Research Focus:cell-cell communication· 1 Approach:deep learning· 1 Research Focus:gene regulatory network inference· 1 Approach:variational autoencoder· 1

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Ajay B. SatputeiD· 1 shared Deniz Erdogmus BiD· 1 shared Kieran McVeighiD· 1 shared Lisa Feldman BarrettiD· 1 shared

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2024-2024 · peak 1/yr

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1 shared paperNeuroscience

Ajay B. SatputeORCID

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1 paper

Recent·Most cited

NeurosciencebioRxivPreprintDec 23, 2024

Using deep generative models for simultaneous representational and predictive modeling of brain and behavior: A graded supervised-to-unsupervised modeling framework.

Kieran McVeigh, Ashutosh Singh, Deniz Erdogmus B…·Ajay B. Satpute

This paper develops a framework combining generative and discriminative models to evaluate brain-behavior mappings, showing how it captures diverse relationships and identifies assumption violations.

DOI 10.1101/2024.12.23.630166

deep learningvariational autoencoder

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