2 papers
q-bio.QM2020
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…
q-bio.QM2019
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…