Highlights
- Single-Neuron Dynamics in Human Focal Epilepsy. W. Truccolo et al., Nature Neuroscience, 2011.
- Collective Dynamics in Human and Monkey Sensorimotor Cortex: Predicting Single Neuron Spikes. W. Truccolo, L. R. Hochberg, and J. P. Donoghue, Nature Neuroscience, 2010.
- Stochastic Models for Multivariate Neural Point Processes: Collective Dynamics and Neural Decoding. W. Truccolo, In Analysis of parallel spike trains, (Eds. Grün, S. & Rotter, S.) Springer, New York, 2010. PDF
- Decoding 3-D reach and grasp from hybrid signals in motor and premotor cortices: spikes, multiunit activity and local field potentials. A. K. Bansal, W. Truccolo, C. Vargas-Irwin, and J. P. Donoghue, J Neurophysiology, 2011.
- Primary Motor Cortex Tuning to Intended Movement Kinematics in Humans with Tetraplegia. W. Truccolo, G. M. Friehs, J. P. Donoghue, and L. R. Hochberg, Journal of Neuroscience, 2008.
- Nonparametric Modeling of Neural Point Processes via Stochastic Gradient Boosting Regression. W. Truccolo and J. P. Donoghue, Neural Computation, 2007.
- A Point Process Framework for Relating Neural Spiking Activity to Spiking History, Neural Ensemble and Extrinsic Covariate Effects. W. Truccolo, U.T. Eden, M.R. Fellows, J.P. Donoghue, E.N. Brown, J Neurophysiol , 2005.
Research Interests
- Theoretical Neuroscience: collective dynamics and information flow in cortical networks; neural encoding and decoding
- Neurostatistics: stochastic modeling and statistical analysis of neural systems
- Neuroengineering: brain-machine interfaces, neuromodulation, prediction & control
- Neurostatistics: stochastic modeling and statistical analysis of neural systems
Sponsors
- NIH-NINDS Career Award (Principal Investigator)
- DARPA (REPAIR, Co-Investigator)
