Author

Muhammad Noman Almani

Yale UniversityORCID 0000-0002-5204-2494Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Neuroscience· 2

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Research Focus:cell-cell communication· 1 Approach:deep learning· 1 Research Focus:differential expression· 1 Assay:electronic health records· 1 Research Focus:gene regulatory network inference· 1 Approach:optimal transport· 1 Approach:statistical model· 1 Research Focus:trajectory inference· 1

Frequent Co-Authors

Shreya SaxenaiD· 2 shared John Lazzari· 1 shared

Activity by Year

2024-2025 · peak 1/yr

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2 top collaborators · 1 mutual co-author link

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2 shared papersNeuroscience

Shreya SaxenaORCID

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2 papers

Recent·Most cited

NeurosciencebioRxivPreprintDec 13, 2025

Optimal feedback solutions recapitulate key features of motorcortical population dynamics

Muhammad Noman Almani, Shreya Saxena

This paper develops a method to model neural population dynamics as optimal feedback solutions and shows they match recorded motorcortical responses.

DOI 10.64898/2025.12.12.694046

electronic health recordsstatistical model

𝕏 PostBluesky

NeurosciencebioRxivPreprintFeb 2, 2024

muSim: A goal-driven framework for elucidating the neural control of movement through musculoskeletal modeling

Muhammad Noman Almani, John Lazzari, Shreya Saxena

The paper introduces muSim, a framework that uses RNNs and reinforcement learning to model motor cortex control of movement through musculoskeletal simulations, showing it can decode neural activity and generalize to new conditions.

7 citations

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