High-density surface electromyography (EMG) decomposition provides a valuable non-invasive approach to accessing key motor unit information for a range of applications. This communication summarizes ...

Signals are crucial in conveying information across various fields. This paper presents new methods for processing electromyographic (EMG) signals to create AI systems that decode muscle activity for ...

Another fascinating avenue in myoelectric control is the decoding of motor neuron spike trains directly extracted from the multi-channel surface EMG. Using the neural drive to muscle for prosthesis ...

Spinal recordings revealed loss of high-frequency firing in ALS mice, and EMG showed an abnormal fractionated character with step-to-step variability and flexor/extensor coactivation, associated with ...

To elucidate relevant features of the signal peptide sequence that influence secretion efficiency, an evaluation of ∼12,000 different designed signal peptides was performed using a novel miniaturized ...