Lab Publications
Reinforcement Learning of Targeted Movement in a Spiking Neuronal Model of Motor Cortex.
PLoS One. 7, e47251.
(2012). 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). Multiscale modeling for clinical translation in neuropsychiatric disease.
J Comput Surgery. 1, 7.
(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). Cortical plasticity induced by spike-triggered microstimulation in primate somatosensory cortex.
PLoS One. 8, e57453.
(2013). Cortical information flow in Parkinson's disease: a composite network/field model.
Front Comput Neurosci. 7, 39.
(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). Spike-timing-dependent plasticity and subcortical waves enhance alpha oscillations in a computer model of neocortex.
Neuroinformatics.
(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). Interlaminar Granger causality and alpha oscillations in a model of macaque cortex.
Computational Neuroscience.
(2011). Interlaminar feedback connections dominate in macaque inferotemporal cortex: in vivo and in silico studies.
Society for Neuroscience.
(2011). Effects of basal ganglia on cortical computation: a hybrid network/neural field model.
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). Dopamine-based reinforcement learning of virtual arm reaching task in a spiking model of motor cortex.
Society for Neuroscience.
(2012). Development of In Silico Brain for DARPA REPAIR project.
DARPA Neural Engineering, Science, and Technology Meeting.
(2010).