Author

Yi-Chin E. Hwang

University Health NetworkORCID 0000-0002-5441-2030Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Signature Assays, Organisms & Methods

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Approach:deep learning· 2 Assay:electronic health records· 2 Organism:rat· 2 Approach:statistical model· 2 Research Focus:benchmarking· 1 Research Focus:clustering· 1 Research Focus:differential expression· 1 Research Focus:dimensionality reduction· 1

Frequent Co-Authors

José ZariffaiD· 2 shared Roman GenoviD· 2 shared José Sales FilhoiD· 1 shared Liam LongiD· 1 shared

Activity by Year

2023-2024 · peak 1/yr

Co-Author Collaboration Network

4 top collaborators · 6 mutual co-author links

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2 shared papersNeuroscience

José ZariffaORCID

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2 papers

Recent·Most cited

Closed-loop control of functional electrical stimulation using a selectively recording and bidirectional nerve cuff interface

Yi-Chin E. Hwang, Liam Long, José Sales Filho, Roman Genov, José Zariffa

This paper demonstrates closed-loop control of functional electrical stimulation using a CNN to classify nerve cuff recordings and trigger stimulation based on detected hindpaw states.

IEEE Transactions on Neural Systems and Rehabilitation Engineering · Jan 1, 2024Peer-reviewedNeuroscience

Resource-efficient Neural Network Architectures forClassifying Nerve Cuff Recordings on Implantable Devices

Yi-Chin E. Hwang, Roman Genov, José Zariffa

The paper develops resource-efficient neural network architectures for classifying nerve cuff recordings, achieving significant reductions in weights, memory, and FLOPs while maintaining comparable accuracy.

IEEE Transactions on Biomedical Engineering · Sep 6, 2023Peer-reviewedNeuroscience