Search Results for author: Alexander Kenneth Clarke

Found 2 papers, 1 papers with code

Conditional Generative Models for Simulation of EMG During Naturalistic Movements

1 code implementation3 Nov 2022 Shihan Ma, Alexander Kenneth Clarke, Kostiantyn Maksymenko, Samuel Deslauriers-Gauthier, Xinjun Sheng, Xiangyang Zhu, Dario Farina

As a solution to this problem, we propose a transfer learning approach, in which a conditional generative model is trained to mimic the output of an advanced numerical model.

Data Augmentation Transfer Learning

Deep Metric Learning with Locality Sensitive Angular Loss for Self-Correcting Source Separation of Neural Spiking Signals

no code implementations13 Oct 2021 Alexander Kenneth Clarke, Dario Farina

Neurophysiological time series, such as electromyographic signal and intracortical recordings, are typically composed of many individual spiking sources, the recovery of which can give fundamental insights into the biological system of interest or provide neural information for man-machine interfaces.

Metric Learning Time Series +1

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