Validating Deep Neural Networks for Online Decoding of Motor Imagery Movements from EEG Signals Z Tayeb, J Fedjaev, N Ghaboosi, C Richter, L Everding, X Qu, Y Wu, ... Sensors 19, 210, 2019 | 230 | 2019 |
Classification and Regression of Spatio-Temporal EMG Signals using NeuCube Spiking Neural Network and its implementation on SpiNNaker Neuromorphic Hardware J Behrenbeck, Z Tayeb, C Bhiri, C Richter, O Rhodes, N Kasabov, ... J. Neural Eng.(IOP Press, Article reference: JNE-102499), 2018 | 45* | 2018 |
Gumpy: A Python toolbox suitable for hybrid brain–computer interfaces Z Tayeb, N Waniek, J Fedjaev, N Ghaboosi, L Rychly, C Widderich, ... Journal of neural engineering 15 (6), 065003, 2018 | 43 | 2018 |
Decoding of pain perception using EEG signals for a real-time reflex system in prostheses: a case study Z Tayeb, R Bose, A Dragomir, LE Osborn, NV Thakor, G Cheng Scientific reports 10 (1), 5606, 2020 | 42 | 2020 |
Sensory stimulation enhances phantom limb perception and movement decoding LE Osborn, K Ding, MA Hays, R Bose, MM Iskarous, A Dragomir, Z Tayeb, ... Journal of neural engineering 17 (5), 056006, 2020 | 32 | 2020 |
Decoding of motor imagery movements from EEG signals using SpiNNaker neuromorphic hardware Z Tayeb, E Erçelik, J Conradt 8th International IEEE/EMBS Conference on Neural Engineering (NER),Shanghai …, 2017 | 13 | 2017 |
Distinct spatio-temporal and spectral brain patterns for different thermal stimuli perception Z Tayeb, A Dragomir, JH Lee, NI Abbasi, E Dean, A Bandla, R Bose, ... Scientific reports 12 (1), 919, 2022 | 10 | 2022 |
Real-time robot reach-to-grasp movements control via EOG and EMG signals decoding B Specht, Z Tayeb, E Dean, R Soroushmojdehi, G Cheng 2020 IEEE International Conference on Robotics and Automation (ICRA), 3812-3817, 2020 | 5 | 2020 |
Multiple Sclerosis in the Digital Health Age: Challenges and Opportunities-A Systematic Review B Specht, H Jager, S Garbaya, A Pincherle, PA Sarvari, D Khadraoui, ... medRxiv, 2023.11. 04.23298084, 2023 | 1 | 2023 |
EEG Decoding of Pain Perception for a Real-Time Reflex System in Prostheses Z Tayeb, R Bose, A Dragomir, LE Osborn, NV Thakor, G Cheng Brain-Computer Interface Research: A State-of-the-Art Summary 10, 47-58, 2021 | 1 | 2021 |
Validation of Hybrid Brain-Computer Interface Algorithms for Neuroprosthetics Control Z Tayeb Technische Universität München, 2022 | | 2022 |
Enabling the sense of touch and hand gesture decoding using vibrotactile stimulation and EMG signal for prosthetic hands control Z Tayeb, P Jakovleski, Z Chen, J Lippert, P Lanillos, D Lee, G Cheng International IEEE/EMBS Conference on Neural Engineering, NER, 2019 | | 2019 |