artificial neural networks

HDE-Array: Development and Validation of a New Dry Electrode Array Design to Acquire HD-sEMG for Hand Position Estimation
HDE-Array: Development and Validation of a New Dry Electrode Array Design to Acquire HD-sEMG for Hand Position Estimation 150 150 Transactions on Neural Systems and Rehabilitation Engineering (TNSRE)
This paper aims to introduce HDE-Array (High-Density Electrode Array), a novel dry electrode array for acquiring High-Density surface electromyography (HD-sEMG) for hand position estimation through RPC-Net (Recursive Prosthetic Control Network),… read more

From Simulation to Reality: Predicting Torque With Fatigue Onset via Transfer Learning
From Simulation to Reality: Predicting Torque With Fatigue Onset via Transfer Learning 150 150 Transactions on Neural Systems and Rehabilitation Engineering (TNSRE)
Muscle fatigue impacts upper extremity function but is often overlooked in biomechanical models. The present work leveraged a transfer learning approach to improve torque predictions during fatiguing upper extremity movements.… read more

Compact and Low-Power Neural Spike Compression Using Undercomplete Autoencoders
Author(s)3: Jameson Thies, Amirhossein Alimohammad
Compact and Low-Power Neural Spike Compression Using Undercomplete Autoencoders 780 435 Transactions on Neural Systems and Rehabilitation Engineering (TNSRE)

Implantable microsystems that collect and transmit neural data are becoming very useful entities in the field of neuroscience. Limited by high data rates, on-chip compression is often required to transmit…

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