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08/25/2023
A Human-Machine Joint Learning Framework to Boost Endogenous BCI Training
Brain-computer interfaces (BCIs) provide a direct pathway from the brain...
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11/03/2022
Human Biophysics as Network Weights: Conditional Generative Models for Dynamic Simulation
Simulations of biophysical systems have provided a huge contribution to ...
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09/11/2022
Toward a Framework for Adaptive Impedance Control of an Upper-limb Prosthesis
This paper describes a novel framework for a human-machine interface tha...
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10/17/2021
Hand Gesture Recognition Using Temporal Convolutions and Attention Mechanism
Advances in biosignal signal processing and machine learning, in particu...
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10/13/2021
Deep Metric Learning with Locality Sensitive Angular Loss for Self-Correcting Source Separation of Neural Spiking Signals
Neurophysiological time series, such as electromyographic signal and int...
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09/25/2021
TEMGNet: Deep Transformer-based Decoding of Upperlimb sEMG for Hand Gestures Recognition
There has been a surge of recent interest in Machine Learning (ML), part...
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06/15/2021
Human movement augmentation and how to make it a reality
Augmenting the body with artificial limbs controlled concurrently to the...
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11/11/2020