Lab Publications
(2013).
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). Dopamine-based reinforcement learning of virtual arm reaching task in a spiking model of motor cortex.
Society for Neuroscience.
(2012). 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). Evaluating Hebbian reinforcement learning BMI using an in silico brain model and a virtual musculoskeletal arm..
Neural Control of Movement.
(2014). Evolutionary algorithm optimization of biological learning parameters in a biomimetic neuroprosthesis.
IBM Journal of Research and Development. 61, 6–1.
(2017). Modulation of stimulus fields in a computer model of the thalamocortical system.
Society for Neuroscience.
(2011). Motor cortex microcircuit simulation based on brain activity mapping.
Neural Comput. 26, 1239–1262.
(2014). Network-level effects of optogenetic stimulation in a computer model of macaque primary motor cortex.
BMC Neuroscience. 15, P107.
(2014). Reinforcement learning of 2-joint virtual arm reaching in computer model of sensorimotor cortex.
Neural Comput. 25, 3263–3293.
(2013). Reinforcement learning of 2-joint virtual arm reaching in detailed cortex simulation.
Neural Control of Movement.
(2012). Repairing lesions via microstimulation in a spiking network model driving a virtual arm..
Society for Neuroscience.
(2014).
(2016).
(2011). Towards a real-time interface between a biomimetic model of sensorimotor cortex and a robotic arm.
Pattern Recognit Lett. 36, 204–212.
(2014). Towards real-time communication between in vivo neurophysiological data sources and simulator-based brain biomimetic models.
Journal of Computational Surgery. 3, 12.
(2014). 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).