Lab Publications
Amyloid pathology–produced unexpected modifications of calcium homeostasis in hippocampal subicular dendrites.
Alzheimers. Dement..
(2019). Cortical ensembles based on dendritic plateau generation in the prefrontal cortex.
Society for Neuroscience 2017 (SFN '17).
(2017). Embedded ensemble encoding hypothesis: The role of the ``Prepared'' cell.
J. Neurosci. Res..
(2018). Understanding epilepsy across spatial and time scales.
Society for Neuroscience 2018 (SFN '18).
(2018).
(1999). Computer model of passive signal integration based on whole-cell ınvit\ studies of rat lateral geniculate nucleus.
European Journal of Neuroscience. 17, 1531-1541.
(2003). Independent dendritic domains in the thalamic circuit.
Neurocomputing. 32, 299–305.
(2000). Integrating Systems Biology Markup Language (SBML) with NEURON.
Computational Neuroscience.
(2014). Integrating Systems Biology Markup Language (SBML) with NEURON.
Society for Neuroscience 2014 (SFN '14).
(2014). Geppetto: a reusable modular open platform for exploring neuroscience data and models.
Phil. Trans. R. Soc. B. 373, 20170380.
(2018). Geppetto: an open source visualisation and simulation platform for neuroscience.
Computational Neuroscience Meeting (CNS 17').
(2017). 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). Motor cortex microcircuit simulation based on brain activity mapping.
Neural Comput. 26, 1239–1262.
(2014). Reinforcement Learning of Targeted Movement in a Spiking Neuronal Model of Motor Cortex.
PLoS One. 7, e47251.
(2012). Dopamine-based reinforcement learning of virtual arm reaching task in a spiking model of motor cortex.
Society for Neuroscience.
(2012). Spiking network modeling of neuronal dynamics in individual rats.
BMC Neuroscience.
(2015). Alternating dominance of NMDA and AMPA for learning and recall: a computer model.
Neuroreport. 12, 2503-2507.
(2001). 26th Annual Computational Neuroscience Meeting (CNS*2017): Part 1.
BMC Neuroscience. 18, 58.
(2017). Inhibition Can Disrupt Hypersynchrony In Model Neuronal Networks.
Progress in neuro-psychopharmacology & biological psychiatry.
(1997). Computer models of mouse area M1 show avalanches for full model and subcircuits defined by layer or cell type.
Society for Neuroscience 2019 (SFN '19).
(2019). Identifying avalanches in simulated mouse primary motor cortex (M1).
Society for Neuroscience 2018 (SFN '18).
(2018). Simulation of avalanches in mouse primary motor cortex (M1).
Computational Neuroscience Meeting (CNS 18').
(2018). Cross-frequency coupling and information flow in a multiscale model of M1 microcircuits.
Society for Neuroscience (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).
(2011). Modulation of virtual arm trajectories via microstimulation in a spiking model of sensorimotor cortex.
Computational Neuroscience Meeting (CNS '14). 15, P106.
(2014). Towards a real-time interface between a biomimetic model of sensorimotor cortex and a robotic arm.
Pattern Recognit Lett. 36, 204–212.
(2014). 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). 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). 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). Long-range inputs and H-current regulate different modes of operation in a multiscale model of mouse M1 microcircuits.
Society for Neuroscience 2017 (SFN '17).
(2017). Repairing lesions via microstimulation in a spiking network model driving a virtual arm..
Society for Neuroscience.
(2014). 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). Interfacing a biomimetic model of sensorimotor cortex with a musculoskeletal model and a robotic arm.
Society for Neuroscience 2013 (SFN '13).
(2013). Evolutionary algorithm optimization of biological learning parameters in a biomimetic neuroprosthesis.
IBM Journal of Research and Development. 61, 6–1.
(2017). 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). NetPyNE, a tool for data-driven multiscale modeling of brain circuits.
eLife. 8, e44494.
(2019). Evaluating Hebbian reinforcement learning BMI using an in silico brain model and a virtual musculoskeletal arm..
Neural Control of Movement.
(2014). Multimodal integration of micro-Doppler sonar and auditory signals for behavior classification with convolutional networks.
International Journal of Neural Systems. 23, 1350021.
(2013). Normalized cortical depth (NCD) as a primary coordinate system for cell connectivity in cortex: experiment and model.
Society for Neuroscience 2015 (SFN '15).
(2015). Effect of network size on computational capacity.
Computational Neuroscience Meeting (CNS 16').
(2016). Restoring behavior via inverse neurocontroller in a lesioned cortical spiking model driving a virtual arm.
Front Neurosci. 10, 28.
(2016). Response to simultaneous long-range inputs and oscillatory inputs in a multiscale model of M1 microcircuits.
Society for Neuroscience 2019 (SFN '19).
(2019).
(2018). NetPyNE: a Python package for NEURON to facilitate development and parallel simulation of biological neuronal networks.
Computational Neuroscience.
(2016). NetPyNE: a Python package for NEURON to facilitate development and parallel simulation of biological neuronal networks.
Computational Neuroscience Meeting (CNS 16').
(2016).
(2018). Data-driven model of auditory thalamocortical system rhythms.
Society for Neuroscience (SFN '19).
(2019). Cortical spiking network interfaced with virtual musculoskeletal arm and robotic arm.
Frontiers in Neurorobotics. 9,
(2015). Modulation of virtual arm trajectories via microstimulation in a spiking model of sensorimotor cortex.
BMC Neuroscience. 15, P106.
(2014). NetPyNE: A GUI-based tool to build, simulate and analyze large-scale, data-driven network models in parallel NEURON.
Society for Neuroscience 2018 (SFN '18).
(2018). Color opponent receptive fields self-organize in a biophysical model of visual cortex via spike-timing dependent plasticity.
Front Neural Circuits. 8, 16.
(2014). Ten "not so simple" rules for credible practice of modeling & simulation in healthcare.
Frontiers in Medical Devices Meeting.
(2015). Unmasking the CA1 ensemble place code by exposures to small and large environments: more place cells and multiple, irregularly arranged, and expanded place fields in the larger space.
jnsci. 28, 11250-11262.
(2008). Attention-like modulation of hippocampus place cell discharge.
J Neurosci. 30, 4613-4625.
(2010). Disinhibition can account for the neural discoordination associated with impaired cognitive control.
Society for Neuroscience 2009 (SFN '09).
(2009). Perisaccadic parietal and occipital gamma power in light and in complete darkness.
Perception. 37, 419-432.
(2008). Creating the synthetic brain through hybrid computational and biological systems repairing and replacing neural networks.
Society for Neuroscience 2010 (SFN '10).
(2010). Dendritic plateau generation model in cortical pyramidal neurons: A link to cortical ensembles.
Society for Neuroscience 2017 (SFN '17).
(2017). Recruitment of neurons into neural ensembles based on dendritic plateau potentials.
Society for Neuroscience 2018 (SFN '18).
(2018). Recruitment of neurons into neural ensembles based on dendritic plateau potentials.
Computational Neuroscience Meeting (CNS 18').
(2018). Open Source Brain: a collaborative resource for visualizing, analyzing, simulating and developing standardized models of neurons and circuits.
bioRxiv. 229484.
(2018). A set of curated cortical models at multiple scales on Open Source Brain.
Computational Neuroscience Meeting (CNS 16').
(2016). Embedded ensemble encoding: A hypothesis for reconciling cortical coding strategies.
Society for Neuroscience 2018 (SFN '18).
(2018). Modeling network effects of dendritic plateau potentials in cortical pyramidal neurons.
Society for Neuroscience 2019 (SFN '19).
(2019). Computational Intelligence in Electrophysiology.
Studies in Computational Intelligence. 122, 325-359.
(2008). Ih modulates theta rhythm and synchrony in computer model of CA3.
Computational Neuroscience Meeting (CNS 12').
(2012). Interfaces in multiscale reaction-diffusion models in the NEURON simulator.
Society for Neuroscience 2013 (SFN '13).
(2013). Computational Neuroscience (CNS*2008).
BMC Neuroscience. 9, I1.
(2008). Computational Neuroscience (CNS*2007).
BMC Neuroscience. 8, I1.
(2007).
(2018). Computational Neuroscience (CNS*2009).
BMC Neuroscience. 10, I1.
(2009). Regulation of the NMDA component of EPSPs by different components of postsynaptic GABAergic inhibition: A computer simulation analysis in piriform cortex.
jnphys. 78, 2546-2559.
(1997). \gabaa-mediated IPSCs in piriform cortex have fast and slow components with different properties and locations on pyramidal cells: Study with physiological and modeling methods.
jnphys. 78, 2531-2545.
(1997). Dendritic resonance in a detailed model of pyramidal tract neuron of mouse primary motor cortex.
Society for Neuroscience 2019 (SFN '19).
(2019).