Author

Anjana Santhosh

Indian Institute of Science BangaloreORCID 0009-0004-5940-3282Unclaimed 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:benchmarking· 2 Approach:statistical model· 2 Research Focus:differential expression· 1 Approach:simulation· 1 Research Focus:trajectory inference· 1

Frequent Co-Authors

Rishikesh NarayananiD· 2 shared

Activity by Year

2025-2026 · peak 1/yr

2 papers

Recent·Most cited

NeurosciencebioRxivPreprintApr 6, 2026

Task-dependence of network-to-network variability in learning, performance, and dynamics of heterogeneous recurrent networks

Anjana Santhosh, Rishikesh Narayanan

The paper investigates how task-dependent variability arises in artificial recurrent networks with intrinsic heterogeneities, showing functional degeneracy and non-monotonic relationships between heterogeneity, task demands, and performance.

DOI 10.64898/2026.04.03.716300

statistical modelsimulation

𝕏 PostBluesky

NeurosciencebioRxivPreprintJan 20, 2025

Diversity in the impact of heterogeneities on recurrent networks performing a cognitive task

Anjana Santhosh, Rishikesh Narayanan

This study assesses how different levels of heterogeneity affect the performance and dynamics of recurrent neural networks trained on a cognitive task.

2 citations

statistical modelbenchmarking

𝕏 PostBluesky