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Babak Mahmoudi
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Year
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
1782008
A symbiotic brain-machine interface through value-based decision making
B Mahmoudi, JC Sanchez
PloS one 6 (3), e14760, 2011
862011
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
732014
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 (2), 296-305, 2005
682005
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 (11), 959-969, 2006
622006
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
592015
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
572014
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
502009
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
422013
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
392019
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
392015
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
332012
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
322002
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
312011
Towards real-time distributed signal modeling for brain-machine interfaces
J DiGiovanna, L Marchal, P Rattanatamrong, M Zhao, S Darmanjian, ...
International Conference on Computational Science, 964-971, 2007
142007
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
132007
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
122015
Cyber-workstation for computational neuroscience
J DiGiovanna, P Rattanatamrong, M Zhao, B Mahmoudi, L Hermer, ...
Frontiers in neuroengineering 2, 17, 2010
112010
Feature extraction and unsupervised classification of neural population reward signals for reinforcement based BMI
NW Prins, S Geng, EA Pohlmeyer, B Mahmoudi, JC Sanchez
2013 35th Annual International Conference of the IEEE Engineering in …, 2013
102013
A machine learning approach to characterize the modulation of the hippocampal rhythms via optogenetic stimulation of the medial septum
SE Park, NG Laxpati, CA Gutekunst, MJ Connolly, J Tung, K Berglund, ...
International Journal of Neural Systems 29 (10), 1950020, 2019
92019
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