Author

Jeremy Simons

University of Michigan

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· 1

Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 1 Approach:deep learning· 1 Research Focus:drug response / drug discovery· 1 Assay:electrophysiology· 1

Frequent Co-Authors

Cynthia A. ChestekiD· 1 shared Dylan M WallaceiD· 1 shared Hisham TemmariD· 1 shared Joseph T. CostelloiD· 1 shared Luis Hernan CubillosiD· 1 shared Madison M. KelbermaniD· 1 shared Matthew J. MenderiD· 1 shared Matthew S. WillseyiD· 1 shared

Activity by Year

2024-2024 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 45 mutual co-author links

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1 shared paperBioengineering

Cynthia A. ChestekORCID

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1 paper

Recent·Most cited

Sparse neural networks enable low-power, implantable neural interfaces

Joseph T. Costello, Hisham Temmar, Luis Hernan Cubillos, Matthew J. Mender, Dylan M Wallace, Madison M. Kelberman, Omer Benharush, Jeremy Simons, Matthew S. Willsey, Nishant Ganesh Kumar, Theodore A. Kung, Parag G. Patil, Cynthia A. Chestek

This paper shows that sparse neural networks reduce power consumption in implantable BMIs by pruning decoders, enabling efficient decoding with minimal performance loss.

bioRxiv · Dec 17, 2024 · PreprintBioengineering