Babak Mahmoudi, Ph.D. - Publications

Affiliations: 
University of Florida 

17 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

Year Citation  Score
2022 Kathiravelu P, Arnold M, Fleischer J, Yao Y, Awasthi S, Goel AK, Branen A, Sarikhani P, Kumar G, Kothare MV, Mahmoudi B. CONTROL-CORE: A Framework for Simulation and Design of Closed-Loop Peripheral Neuromodulation Control Systems. Ieee Access : Practical Innovations, Open Solutions. 10: 36268-36285. PMID 36199437 DOI: 10.1109/access.2022.3161471  0.305
2022 Sarikhani P, Hsu HL, Mahmoudi B. Automated Tuning of Closed-loop Neuromodulation Control Systems using Bayesian Optimization. Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual International Conference. 2022: 1734-1737. PMID 36085689 DOI: 10.1109/EMBC48229.2022.9871006  0.347
2016 Brar HK, Yunpeng Pan, Mahmoudi B, Theodorou EA. Cross-entropy optimization for neuromodulation. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 2016: 6357-6360. PMID 28269703 DOI: 10.1109/EMBC.2016.7592182  0.392
2014 Pohlmeyer EA, Mahmoudi B, Geng S, Prins NW, Sanchez JC. Using reinforcement learning to provide stable brain-machine interface control despite neural input reorganization. Plos One. 9: e87253. PMID 24498055 DOI: 10.1371/Journal.Pone.0087253  0.772
2013 Prins NW, Geng S, Pohlmeyer EA, Mahmoudi B, Sanchez JC. Feature extraction and unsupervised classification of neural population reward signals for reinforcement based BMI. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 2013: 5250-3. PMID 24110920 DOI: 10.1109/EMBC.2013.6610733  0.732
2013 Mahmoudi B, Pohlmeyer EA, Prins NW, Geng S, Sanchez JC. Towards autonomous neuroprosthetic control using Hebbian reinforcement learning. Journal of Neural Engineering. 10: 066005. PMID 24100047 DOI: 10.1088/1741-2560/10/6/066005  0.751
2012 Pohlmeyer EA, Mahmoudi B, Geng S, Prins N, Sanchez JC. Brain-Machine Interface control of a robot arm using actor-critic rainforcement learning. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 2012: 4108-11. PMID 23366831 DOI: 10.1109/EMBC.2012.6346870  0.766
2011 Mahmoudi B, Sanchez JC. A symbiotic brain-machine interface through value-based decision making. Plos One. 6: e14760. PMID 21423797 DOI: 10.1371/journal.pone.0014760  0.771
2010 Brockmeier AJ, Park I, Mahmoudi B, Sanchez JC, Principe JC. Spatio-temporal clustering of firing rates for neural state estimation. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 2010: 6023-6. PMID 21097115 DOI: 10.1109/IEMBS.2010.5627600  0.755
2010 Mahmoudi B, Principe JC, Sanchez JC. Extracting an evaluative feedback from the brain for adaptation of motor neuroprosthetic decoders. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 2010: 1682-5. PMID 21096396 DOI: 10.1109/IEMBS.2010.5626827  0.793
2010 Rattanatamrong P, Matsunaga A, Raiturkar P, Mesa D, Zhao M, Mahmoudi B, Digiovanna J, Principe J, Figueiredo R, Sanchez J, Fortes J. Model development, testing and experimentation in a CyberWorkstation for Brain-Machine Interface research. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 2010: 4339-42. PMID 21096000 DOI: 10.1109/IEMBS.2010.5626234  0.77
2010 Digiovanna J, Rattanatamrong P, Zhao M, Mahmoudi B, Hermer L, Figueiredo R, Principe JC, Fortes J, Sanchez JC. Cyber-workstation for computational neuroscience. Frontiers in Neuroengineering. 2: 17. PMID 20126436 DOI: 10.3389/Neuro.16.017.2009  0.769
2009 Mahmoudi B, Principe JC, Sanchez JC. An Actor-Critic architecture and simulator for goal-directed Brain-Machine Interfaces. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 2009: 3365-8. PMID 19963795 DOI: 10.1109/IEMBS.2009.5332825  0.774
2009 Sanchez JC, Mahmoudi B, DiGiovanna J, Principe JC. Exploiting co-adaptation for the design of symbiotic neuroprosthetic assistants. Neural Networks : the Official Journal of the International Neural Network Society. 22: 305-15. PMID 19403263 DOI: 10.1016/J.Neunet.2009.03.015  0.797
2009 DiGiovanna J, Mahmoudi B, Fortes J, Principe JC, Sanchez JC. Coadaptive brain-machine interface via reinforcement learning. Ieee Transactions On Bio-Medical Engineering. 56: 54-64. PMID 19224719 DOI: 10.1109/Tbme.2008.926699  0.814
2008 Mahmoudi B, Digiovanna J, Principe JC, Sanchez JC. Neuronal tuning in a brain-machine interface during Reinforcement Learning. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 2008: 4491-4. PMID 19163713 DOI: 10.1109/IEMBS.2008.4650210  0.821
2008 Zhao M, Rattanatamrong P, DiGiovanna J, Mahmoudi B, Figueiredo RJ, Sanchez JC, Príncipe JC, Fortes JA. BMI cyberworkstation: enabling dynamic data-driven brain-machine interface research through cyberinfrastructure. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 2008: 646-9. PMID 19162738 DOI: 10.1109/IEMBS.2008.4649235  0.811
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