Decoding EEG and LFP signals using deep learning: heading TrueNorth. - Ewan Nurse; Benjamin S. Mashford; Antonio Jimeno-Yepes; Isabell Kiral-Kornek; Stefan Harrer; Dean R. Freestone (Conf. Computing Frontiers, 2016)

TrueNorth-enabled real-time classification of EEG data for brain-computer interfacing. - Isabell Kiral-Kornek; G. Dulini C. Mendis; Ewan S. Nurse; Benjamin S. Mashford; Dean R. Freestone; David B. Grayden; Stefan Harrer (EMBC, 2017)

Improving Classification Accuracy of Feedforward Neural Networks for Spiking Neuromorphic Chips. - Antonio Jimeno-Yepes; Jianbin Tang; Benjamin Scott Mashford (IJCAI, 2017)

Neural-network-based analysis of EEG data using the neuromorphic TrueNorth chip for brain-machine interfaces. - Benjamin S. Mashford; Antonio Jimeno-Yepes; Isabell Kiral-Kornek; Jianbin Tang; Stefan Harrer (IBM J. Res. Dev., 2017)

A Robust Low-Cost EEG Motor Imagery-Based Brain-Computer Interface. - Shivanthan A. C. Yohanandan; Isabell Kiral-Kornek; Jianbin Tang; Benjamin S. Mashford; Umar Asif; Stefan Harrer (EMBC, 2018)

Semantic Labeling Using a Low-Power Neuromorphic Platform. - Jianbin Tang; Benjamin Scott Mashford; Antonio Jimeno-Yepes (IEEE Geosci. Remote. Sens. Lett., 2018)

Privacy Preserving Human Fall Detection using Video Data. - Umar Asif; Benjamin S. Mashford; Stefan von Cavallar; Shivanthan A. C. Yohanandan; Subhrajit Roy; Jianbin Tang; Stefan Harrer (ML4H@NeurIPS, 2019)