29 citations · 34 across the 5 of their papers we have counts for
3 papers · 1 filter
GET: A Generative EEG Transformer for Continuous Context-Based Neural Signals
Omair Ali, Muhammad Saif-ur-Rehman, Marita Metzler +3
Generating continuous electroencephalography (EEG) signals through advanced artificial neural networks presents a novel opportunity to enhance brain-computer interface (BCI) techno…
Adaptive SpikeDeep-Classifier: Self-organizing and self-supervised machine learning algorithm for online spike sorting
Muhammad Saif-ur-Rehman, Omair Ali, Christian Klaes +1
Objective. Research on brain-computer interfaces (BCIs) is advancing towards rehabilitating severely disabled patients in the real world. Two key factors for successful decoding of…
ConTraNet: A single end-to-end hybrid network for EEG-based and EMG-based human machine interfaces
Omair Ali, Muhammad Saif-ur-Rehman, Tobias Glasmachers +2
Objective: Electroencephalography (EEG) and electromyography (EMG) are two non-invasive bio-signals, which are widely used in human machine interface (HMI) technologies (EEG-HMI an…