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Babak Mahmoudi
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Coadaptive brain–machine interface via reinforcement learning
J DiGiovanna, B Mahmoudi, J Fortes, JC Principe, JC Sanchez
IEEE transactions on biomedical engineering 56 (1), 54-64, 2008
2132008
A symbiotic brain-machine interface through value-based decision making
B Mahmoudi, JC Sanchez
PloS one 6 (3), e14760, 2011
1022011
Using reinforcement learning to provide stable brain-machine interface control despite neural input reorganization
EA Pohlmeyer, B Mahmoudi, S Geng, NW Prins, JC Sanchez
PloS one 9 (1), e87253, 2014
922014
An inductively-powered wireless neural recording and stimulation system for freely-behaving animals
B Lee, Y Jia, SA Mirbozorgi, M Connolly, X Tong, Z Zeng, B Mahmoudi, ...
IEEE transactions on biomedical circuits and systems 13 (2), 413-424, 2019
832019
Real-time ocular artifact suppression using recurrent neural network for electro-encephalogram based brain-computer interface
A Erfanian, B Mahmoudi
Medical and Biological Engineering and Computing 43, 296-305, 2005
772005
Less is more: novel less-invasive surgical techniques for mesial temporal lobe epilepsy that minimize cognitive impairment
RE Gross, B Mahmoudi, JP Riley
Current opinion in neurology 28 (2), 182-191, 2015
742015
Electro-encephalogram based brain–computer interface: improved performance by mental practice and concentration skills
B Mahmoudi, A Erfanian
Medical and Biological Engineering and Computing 44, 959-969, 2006
672006
Real-time in vivo optogenetic neuromodulation and multielectrode electrophysiologic recording with NeuroRighter
NG Laxpati, B Mahmoudi, CA Gutekunst, JP Newman, R Zeller-Townson, ...
Frontiers in neuroengineering 7, 40, 2014
652014
Exploiting co-adaptation for the design of symbiotic neuroprosthetic assistants
JC Sanchez, B Mahmoudi, J DiGiovanna, JC Principe
Neural Networks 22 (3), 305-315, 2009
582009
Towards autonomous neuroprosthetic control using Hebbian reinforcement learning
B Mahmoudi, EA Pohlmeyer, NW Prins, S Geng, JC Sanchez
Journal of neural engineering 10 (6), 066005, 2013
532013
An inductively-powered wireless neural recording system with a charge sampling analog front-end
SB Lee, B Lee, M Kiani, B Mahmoudi, R Gross, M Ghovanloo
IEEE sensors journal 16 (2), 475-484, 2015
452015
Intraoperative neural signals predict rapid antidepressant effects of deep brain stimulation
MSE Sendi, AC Waters, V Tiruvadi, P Riva-Posse, A Crowell, F Isbaine, ...
Translational psychiatry 11 (1), 551, 2021
402021
Brain-machine interface control of a robot arm using actor-critic rainforcement learning
EA Pohlmeyer, B Mahmoudi, S Geng, N Prins, JC Sanchez
2012 Annual International Conference of the IEEE Engineering in Medicine and …, 2012
382012
Control of a center-out reaching task using a reinforcement learning brain-machine interface
JC Sanchez, A Tarigoppula, JS Choi, BT Marsh, PY Chhatbar, ...
2011 5th International IEEE/EMBS Conference on Neural Engineering, 525-528, 2011
362011
Single-channel EEG-based prosthetic hand grasp control for amputee subjects
B Mahmoudi, A Erfanian
Proceedings of the Second Joint 24th Annual Conference and the Annual Fall …, 2002
352002
Towards real-time distributed signal modeling for brain-machine interfaces
J DiGiovanna, L Marchal, P Rattanatamrong, M Zhao, S Darmanjian, ...
Computational Science–ICCS 2007: 7th International Conference, Beijing …, 2007
192007
System and method for brain machine interface (BMI) control using reinforcement learning
JF Digiovanna, B Mahmoudi, JD Mitzelfelt, JC Sanchez, JC Principe
US Patent 9,050,200, 2015
182015
Automated deep brain stimulation programming with safety constraints for tremor suppression in patients with Parkinson’s disease and essential tremor
P Sarikhani, B Ferleger, K Mitchell, J Ostrem, J Herron, B Mahmoudi, ...
Journal of neural engineering 19 (4), 046042, 2022
172022
A software-defined radio receiver for wireless recording from freely behaving animals
Y Jia, B Lee, F Kong, Z Zeng, M Connolly, B Mahmoudi, M Ghovanloo
IEEE transactions on biomedical circuits and systems 13 (6), 1645-1654, 2019
172019
Brain-machine interface control via reinforcement learning
J DiGiovanna, B Mahmoudi, J Mitzelfelt, JC Sanchez, JC Principe
2007 3rd International IEEE/EMBS Conference on Neural Engineering, 530-533, 2007
162007
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