Deren Y. Barsakcioglu

Wearable Neural Interfaces: Real-Time Identification of Motor Neuron Discharges in Dynamic Motor Tasks

This paper introduces an adaptive EMG decomposition algorithm for real-time motor neuron discharge identification during dynamic movements, showing improved performance in simulated and experimental data.

The control and training of single motor units in isometric tasks are constrained by a common synaptic input signal

The paper shows that humans cannot easily control individual motor units independently, as their activation is governed by a shared input signal and changes in de-recruitment order.

Non-invasive real-time access to the output of the spinal cord via a wrist wearable interface

This paper presents a non-invasive wrist wearable interface that decodes spinal motoneuron activity to predict finger movements with high accuracy in real-time.