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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
2152008
A symbiotic brain-machine interface through value-based decision making
B Mahmoudi, JC Sanchez
PloS one 6 (3), e14760, 2011
1032011
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
932014
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
852019
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
752015
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
592009
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
462015
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
412021
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
372011
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
362002
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
242022
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
212015
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
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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