Lab Publications
Modulation of virtual arm trajectories via microstimulation in a spiking model of sensorimotor cortex.
BMC Neuroscience. 15, P106.
(2014). The role of feedback in a hierarchical model of object perception.
Proceedings of BICS 2010 - Brain Inspired Cognitive Systems 14-16 July 2010, Madrid, Spain..
(2010). Virtual musculoskeletal arm and robotic arm driven by a biomimetic model of sensorimotor cortex with reinforcement learning.
Signal Processing in Medicine and Biology Symposium (SPMB), 2013 IEEE. 1-5.
(2013). Cortical spiking network interfaced with virtual musculoskeletal arm and robotic arm.
Frontiers in Neurorobotics. 9,
(2015). NetPyNE: a Python package for NEURON to facilitate development and parallel simulation of biological neuronal networks.
Computational Neuroscience Meeting (CNS 16').
(2016). Repairing lesions via microstimulation in a spiking network model driving a virtual arm..
Society for Neuroscience.
(2014). Multimodal integration of micro-Doppler sonar and auditory signals for behavior classification with convolutional networks.
International Journal of Neural Systems. 23, 1350021.
(2013). Response to simultaneous long-range inputs and oscillatory inputs in a multiscale model of M1 microcircuits.
Society for Neuroscience 2019 (SFN '19).
(2019). A dynamic data-driven approach to closed-loop neuroprosthetics based on multiscale biomimetic brain models.
IEEE Interanationl Conference on High Performance Computing 2015 Workshop: InfoSymbiotics/Dynamic Data Driven Applications Systems (DDDAS) for Smarter Systems, Bangalore, India.
(2015). NetPyNE: a high-level interface to NEURON to facilitate the development, parallel simulation and analysis of data-driven multiscale network models.
Computational Neuroscience Meeting (CNS 18').
(2018).
(2018).
(2018). Data-driven model of auditory thalamocortical system rhythms.
Society for Neuroscience (SFN '19).
(2019). Large-scale M1 microcircuit model with plastic input connections from biological PMd neurons used for prosthetic arm control.
24th Annual Computational Neuroscience Meeting (CNS15).
(2015). NetPyNE: a Python package for NEURON to facilitate development and parallel simulation of biological neuronal networks.
Computational Neuroscience.
(2016). 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). Cross-frequency coupling and information flow in a multiscale model of M1 microcircuits.
Society for Neuroscience (SFN'19).
(2019). Evaluating Hebbian reinforcement learning BMI using an in silico brain model and a virtual musculoskeletal arm..
Neural Control of Movement.
(2014).
(2011). Top-Down Feedback in an HMAX-Like Cortical Model of Object Perception Based on Hierarchical Bayesian Networks and Belief Propagation.
PLoS One. 7, e48216.
(2012). Evolutionary algorithm optimization of biological learning parameters in a biomimetic neuroprosthesis.
IBM Journal of Research and Development. 61, 6–1.
(2017). Effect of network size on computational capacity.
Computational Neuroscience Meeting (CNS 16').
(2016).