Author

E. Tyacke

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Biology Disciplines

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Bioengineering· 1

Signature Assays, Organisms & Methods

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Approach:deep learning· 1 Research Focus:drug response / drug discovery· 1 Assay:electrophysiology· 1 Organism:human· 1 Approach:transformer / foundation model· 1

Frequent Co-Authors

J. Patel· 1 shared N. Feng· 1 shared Q. Hu· 1 shared R. Edlabadkar· 1 shared S. F. F. Atashzar· 1 shared S. P. J. Reddy· 1 shared S. Zhou· 1 shared

Activity by Year

2022-2022 · peak 1/yr

Co-Author Collaboration Network

7 top collaborators · 21 mutual co-author links

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1 shared paperBioengineering

J. Patel

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1 paper

Recent·Most cited

Hand Gesture Prediction via Transient-phase sEMG using Transfer Learning of Dilated Efficient CapsNet: Towards Generalization for Neurorobotics

E. Tyacke, S. P. J. Reddy, N. Feng, R. Edlabadkar, S. Zhou, J. Patel, Q. Hu, S. F. F. Atashzar

This paper proposes a dilated efficient capsular neural network with transfer learning for hand gesture prediction using sEMG signals, showing improved performance with limited individual data.

bioRxiv · Feb 25, 2022 · PreprintBioengineering