Alexander Kenneth Clarke

11 papers A* 1Journal 10
YearRankTypeTitle / Venue / Authors
2025 J jnl
A Particle Swarm Optimized Independence Estimator for Blind Source Separation of Neurophysiological Time Series.
IEEE Trans. Biomed. Eng.
Agnese Grison, Alexander Kenneth Clarke, Silvia Muceli, Jaime Ibáñez, Aritra Kundu, Dario Farina
2025 J jnl
Conditional Generative Models for Simulation of EMG During Naturalistic Movements.
IEEE Trans. Neural Networks Learn. Syst.
Shihan Ma, Alexander Kenneth Clarke, Kostiantyn Maksymenko, Samuel Deslauriers-Gauthier, Xinjun Sheng, Xiangyang Zhu, Dario Farina
2024 J jnl
Deep Metric Learning With Locality Sensitive Mining for Self-Correcting Source Separation of Neural Spiking Signals.
IEEE Trans. Cybern.
Alexander Kenneth Clarke, Dario Farina
2024 J jnl
HarmonICA: Neural non-stationarity correction and source separation for motor neuron interfaces.
CoRR
Alexander Kenneth Clarke, Agnese Grison, Irene Mendez Guerra, Pranav Mamidanna, Shihan Ma, Silvia Muceli, Dario Farina
2024 A* conf
Learning Cortico-Muscular Dependence through Orthonormal Decomposition of Density Ratios.
NeurIPS
Shihan Ma, Bo Hu, Tianyu Jia, Alexander Kenneth Clarke, Blanka Zicher, Arnault H. Caillet, Dario Farina, José C. Príncipe
2024 J jnl
Learning Cortico-Muscular Dependence through Orthonormal Decomposition of Density Ratios.
CoRR
Shihan Ma, Bo Hu, Tianyu Jia, Alexander Kenneth Clarke, Blanka Zicher, Arnault H. Caillet, Dario Farina, José C. Príncipe
2024 J jnl
NeuroMotion: Open-source platform with neuromechanical and deep network modules to generate surface EMG signals during voluntary movement.
PLoS Comput. Biol.
Shihan Ma, Irene Mendez Guerra, Arnault H. Caillet, Jiamin Zhao, Alexander Kenneth Clarke, Kostiantyn Maksymenko, Samuel Deslauriers-Gauthier, Xinjun Sheng, Xiangyang Zhu, Dario Farina
2024 J jnl
Unlocking the Full Potential of High-Density Surface EMG: Novel Non-Invasive High-Yield Motor Unit Decomposition.
CoRR
Agnese Grison, Irene Mendez Guerra, Alexander Kenneth Clarke, Silvia Muceli, Jaime Ibáñez Pereda, Dario Farina
2022 J jnl
Human Biophysics as Network Weights: Conditional Generative Models for Ultra-fast Simulation.
CoRR
Shihan Ma, Alexander Kenneth Clarke, Kostiantyn Maksymenko, Samuel Deslauriers-Gauthier, Xinjun Sheng, Xiangyang Zhu, Dario Farina
2021 J jnl
Deep Learning for Robust Decomposition of High-Density Surface EMG Signals.
IEEE Trans. Biomed. Eng.
Alexander Kenneth Clarke, Seyed Farokh Atashzar, Alessandro Del Vecchio, Deren Y. Barsakcioglu, Silvia Muceli, Paul Bentley, Filip Urh, Ales Holobar, Dario Farina
2021 J jnl
Deep Metric Learning with Locality Sensitive Angular Loss for Self-Correcting Source Separation of Neural Spiking Signals.
CoRR
Alexander Kenneth Clarke, Dario Farina