Lab Publications
Towards real-time communication between in vivo neurophysiological data sources and simulator-based brain biomimetic models.
Journal of Computational Surgery. 3, 12.
(2014). Towards a real-time interface between a biomimetic model of sensorimotor cortex and a robotic arm.
Pattern Recognit Lett. 36, 204–212.
(2014). Restoring behavior via inverse neurocontroller in a lesioned cortical spiking model driving a virtual arm.
Front Neurosci. 10, 28.
(2016). Reinforcement learning of 2-joint virtual arm reaching in computer model of sensorimotor cortex.
Neural Comput. 25, 3263–3293.
(2013). Network-level effects of optogenetic stimulation in a computer model of macaque primary motor cortex.
BMC Neuroscience. 15, P107.
(2014). Motor cortex microcircuit simulation based on brain activity mapping.
Neural Comput. 26, 1239–1262.
(2014). Evolutionary algorithm optimization of biological learning parameters in a biomimetic neuroprosthesis.
IBM Journal of Research and Development. 61, 6–1.
(2017). Electrostimulation as a prosthesis for repair of information flow in a computer model of neocortex.
IEEE Trans Neural Syst Rehab Eng. 20, 153–60.
(2012).
(2013). Training oscillatory dynamics with spike-timing-dependent plasticity in a computer model of neocortex.
2011 IEEE Signal Processing in Medicine and Biology Symposium (SPMB). 1–6.
(2011). Restoring physiological oscillations using neuroprosthetic spike-timing-dependent plasticity in computer model of neocortex.
Society for Neuroscience.
(2011). Repairing lesions via microstimulation in a spiking network model driving a virtual arm..
Society for Neuroscience.
(2014). Reinforcement learning of 2-joint virtual arm reaching in detailed cortex simulation.
Neural Control of Movement.
(2012). Modulation of stimulus fields in a computer model of the thalamocortical system.
Society for Neuroscience.
(2011). Evaluating Hebbian reinforcement learning BMI using an in silico brain model and a virtual musculoskeletal arm..
Neural Control of Movement.
(2014). Dopamine-based reinforcement learning of virtual arm reaching task in a spiking model of motor cortex.
Society for Neuroscience.
(2012). Dopamine-based reinforcement learning of virtual arm reaching task in a spiking model of motor cortex.
International Conference on Cognititve and Neural Systems 16.
(2012).