4 papers
From Motion to Muscle
Marie D. Schmidt, Tobias Glasmachers, Ioannis Iossifidis
Voluntary human motion is the product of muscle activity that results from upstream motion planning of the motor cortical areas. We show that muscle activity can be artificially ge…
Anchored-STFT and GNAA: An extension of STFT in conjunction with an adversarial data augmentation technique for the decoding of neural signals
Omair Ali, Muhammad Saif-ur-Rehman, Susanne Dyck +3
Brain-computer interfaces (BCIs) enable communication between humans and machines by translating brain activity into control commands. Electroencephalography (EEG) signals are one…
SpikeDeep-Classifier: A deep-learning based fully automatic offline spike sorting algorithm
Muhammad Saif-ur-Rehman, Omair Ali, Robin Lienkaemper +11
Objective. Recent advancements in electrode designs and micro-fabrication technology has allowed existence of microelectrode arrays with hundreds of channels for single-cell record…
Universal Spike Classifier
Muhammad Saif-ur-Rehman, Robin Lienkämper, Yaroslav Parpaley +8
In electrophysiology, microelectrodes are the primary source for recording neural data of single neurons (single unit activity). These microelectrodes can be implanted individually…