Author

J. Libby

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Biology Disciplines

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Bioengineering· 2

Signature Assays, Organisms & Methods

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Approach:deep learning· 2 Research Focus:drug response / drug discovery· 2 Assay:electrophysiology· 2 Research Focus:benchmarking· 1 Research Focus:cell type annotation· 1 Approach:contrastive learning· 1

Frequent Co-Authors

S. F. Atashzar· 2 shared T. Sun· 2 shared J. Rizzo· 1 shared Q. Hu· 1 shared

Activity by Year

2021-2022 · peak 1/yr

Co-Author Collaboration Network

4 top collaborators · 5 mutual co-author links

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2 shared papersBioengineering

S. F. Atashzar

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2 papers

Recent·Most cited

Deep Augmentation for Electrode Shift Compensation in Transient High-density sEMG: Towards Application in Neurorobotics

T. Sun, J. Libby, J. Rizzo, S. F. Atashzar

This paper introduces deep data augmentation for transient HD-sEMG to improve gesture prediction and robustness against electrode shift in neurorobotics applications.

bioRxiv · Feb 25, 2022 · PreprintBioengineering

Deep Heterogeneous Dilation of LSTM for Transient-phase Gesture Prediction through High-density Electromyography: Towards Application in Neurorobotics

T. Sun, Q. Hu, J. Libby, S. F. Atashzar

This paper introduces heterogeneous temporal dilation in LSTM for transient-phase gesture prediction using HD-sEMG, achieving state-of-the-art accuracy, faster training, and better convergence.

bioRxiv · Oct 26, 2021Bioengineering