Author

S. Shaikh

Listed by name: these papers carry no ORCID for this author, so different people with the same name may be mixed together.

Biology Disciplines

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Bioengineering· 4 Immunology· 1 Pharmacology & Toxicology· 1

Signature Assays, Organisms & Methods

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Assay:electrophysiology· 4 Organism:non-human primate· 4 Research Focus:benchmarking· 3 Approach:deep learning· 3 Approach:statistical model· 3 Research Focus:cell type annotation· 2 Research Focus:clustering· 2 Research Focus:differential expression· 2

Frequent Co-Authors

A. Basu· 4 shared C. Libedinsky· 4 shared R. So· 4 shared T. Sibindi· 4 shared A. A. Weckel· 1 shared A. E. Tammen· 1 shared A. J. Combes· 1 shared A. K. Aladhami· 1 shared

Activity by Year

2019-2023 · peak 2/yr

Co-Author Collaboration Network

10 top collaborators · 21 mutual co-author links

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4 shared papersBioengineering

A. Basu

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Author profile →

6 papers

Recent·Most cited

Commensal myeloid crosstalk in neonatal skin regulates cutaneous type 17 inflammation

M. O. Dhariwala, R. O. Carale, A. M. DeRogatis, H. Rodriguez-Valbuena, J. N. Okoro, C. Ekstrand, A. A. Weckel, V. M. Tran, I. Habrylo, R. Barrere-Cain, O. T. Ojewumi, A. E. Tammen, J. Tsui, S. Shaikh, S. Yellamilli, , T. C. Scharschmidt

This study shows that commensal microbes in neonatal skin promote immune homeostasis by regulating monocyte accumulation and IL-17A production by T cells.

bioRxiv · Sep 29, 2023 · PreprintImmunology

Flavor Classification/Categorization and Differential Toxicity of Oral Nicotine Pouches (ONPs) in Lung Epithelial Cells

S. Shaikh, W. C. Tung, J. Lucas, S. Yogeswaran, D. Li, I. Rahman

This study evaluates the toxicological effects of flavored oral nicotine pouches on lung epithelial cells, finding increased cytotoxicity, ROS production, and cytokine release.

bioRxiv · Jul 6, 2022 · PreprintPharmacology & Toxicology

Lightweight Reinforcement Algorithms for autonomous, scalable intra-cortical Brain Machine Interfaces

S. Shaikh, R. So, T. Sibindi, C. Libedinsky, A. Basu

This paper introduces Banditron, a lightweight RL algorithm for iBMIs, showing significant power savings and performance improvements over state-of-the-art methods.

bioRxiv · Dec 8, 2020 · PreprintBioengineering

Towards Autonomous Intra-cortical Brain Machine Interfaces: Applying Bandit Algorithms for Online Reinforcement Learning

S. Shaikh, R. So, T. Sibindi, C. Libedinsky, A. Basu

This paper applies Banditron, an online reinforcement learning algorithm, to improve decoding performance in intra-cortical brain machine interfaces using non-human primate data.

bioRxiv · Jan 8, 2020 · PreprintBioengineering

Sparse Ensemble Machine Learning to improve robustness of long-term decoding in iBMIs

S. Shaikh, R. So, T. Sibindi, C. Libedinsky, A. Basu

This paper introduces a sparse ensemble machine learning method to improve decoding robustness in iBMIs by reducing sensitivity to recording channel variations, achieving up to 24% accuracy improvement in non-human primates.

bioRxiv · Nov 7, 2019Bioengineering

Towards Intelligent Intra-cortical BMI (i2BMI):Low-power Neuromorphic Decoders that outperform Kalman Filters

S. Shaikh, R. So, T. Sibindi, C. Libedinsky, A. Basu

This paper introduces a low-power neuromorphic decoder, SELMA, which outperforms Kalman filters in continuous state decoding for intra-cortical BMI systems.

bioRxiv · Sep 20, 2019Bioengineering