Shijia Geng
Affiliations: | 2011- | Biomedical Engineering | University of Miami, Coral Gables, FL |
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Publications
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Mylavarapu R, Prins NW, Pohlmeyer E, et al. (2021) Chronic recordings from the marmoset motor cortex reveals modulation of neural firing and local field potentials overlap with macaques. Journal of Neural Engineering |
Debnath S, Prins NW, Pohlmeyer E, et al. (2018) Long-term stability of neural signals from microwire arrays implanted in common marmoset motor cortex and striatum. Biomedical Physics & Engineering Express. 4 |
Prins NW, Pohlmeyer E, Debnath S, et al. (2017) Common marmoset (Callithrix jacchus) as a primate model for behavioral neuroscience studies. Journal of Neuroscience Methods |
Pohlmeyer EA, Mahmoudi B, Geng S, et al. (2014) Using reinforcement learning to provide stable brain-machine interface control despite neural input reorganization. Plos One. 9: e87253 |
Prins NW, Geng S, Pohlmeyer EA, et al. (2013) 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 |
Mahmoudi B, Pohlmeyer EA, Prins NW, et al. (2013) Towards autonomous neuroprosthetic control using Hebbian reinforcement learning. Journal of Neural Engineering. 10: 066005 |
Pohlmeyer EA, Mahmoudi B, Geng S, et al. (2012) 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 |