Author

Samitha S. Somathilaka

University of Nebraska–LincolnORCID 0000-0003-4675-5698Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Neuroscience· 1

Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 1 Assay:electronic health records· 1 Approach:experimental assay· 1

Frequent Co-Authors

Jacob ClouseiD· 1 shared Sasitharan BalasubramaniamiD· 1 shared

Activity by Year

2026-2026 · peak 1/yr

Co-Author Collaboration Network

2 top collaborators · 1 mutual co-author link

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1 shared paperNeuroscience

Jacob ClouseORCID

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1 paper

Recent·Most cited

Harnessing the Intrinsic Dynamics of Biological Neural Networks for Reservoir Computing

Samitha S. Somathilaka, Jacob Clouse, Sasitharan Balasubramaniam

This paper demonstrates that neuronal cultures can function as living reservoirs for reservoir computing, achieving high XOR accuracy and retaining state information despite neural drift.

bioRxiv · Sep 14, 2026 · PreprintNeuroscience