Author

Umesh Kumar Naik Mudavath

Indian Institute of Technology GuwahatiORCID 0000-0002-3695-1866Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Neuroscience· 2

Signature Assays, Organisms & Methods

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Research Focus:dimensionality reduction· 2 Assay:electronic health records· 2 Research Focus:benchmarking· 1 Approach:deep learning· 1 Organism:human· 1 Approach:machine learning (classical)· 1 Approach:statistical model· 1

Frequent Co-Authors

KongFatt Wong‐LiniD· 2 shared Abdoreza AsadpouriD· 1 shared Brendan LenfestyiD· 1 shared Eva Lemoine· 1 shared Redmond G O’ConnelliD· 1 shared Sabina GhermaniD· 1 shared Saugat BhattacharyyaiD· 1 shared Shaik Rafi AhamediD· 1 shared

Activity by Year

2026-2026 · peak 2/yr

Co-Author Collaboration Network

10 top collaborators · 27 mutual co-author links

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2 shared papersNeuroscience

KongFatt Wong‐LinORCID

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2 papers

Recent·Most cited

NeurosciencebioRxivPreprintOct 8, 2026

Neural latent representation of implicit perceptual decision confidence signatures from brain-wide intracranial EEG

Umesh Kumar Naik Mudavath, Abdoreza Asadpour, Sabina Gherman…·KongFatt Wong‐Lin

The paper identifies robust low-dimensional neural latent representations of implicit perceptual decision confidence using brain-wide iEEG data without explicit confidence reports.

DOI 10.64898/2026.09.30.755781

humanelectronic health records

𝕏 PostBluesky

NeurosciencebioRxivPreprintSep 4, 2026

Decision Confidence Neuron in Echo State Network for Continual Evaluation of EEG Motor Imagery Classification Quality

Eva Lemoine, Brendan Lenfesty, Umesh Kumar Naik Mudavath…·KongFatt Wong‐Lin

The paper introduces a decision confidence neuron for ESNs to continuously monitor classification confidence in EEG motor imagery tasks, showing it correlates with decision accuracy and discriminates correct from error decisions.

DOI 10.64898/2026.08.31.748424

electronic health recordsdeep learning

𝕏 PostBluesky