Highlights

  • Truccolo W (2015, in press) Population Encoding/Decoding. Encyclopedia of Computational Neuroscience. Springer.

  • Truccolo* W, Ahmed OJ, Harrison MT, Eskandar EN, Cosgrove GR, Madsen JR, Blum AS, Potter NS, Hochberg LR, Cash* SS (2014) Neuronal ensemble synchrony during human focal seizures. J Neuroscience 34(30): 9927 – 9944. * Senior authors.

  • Harrison MT, Amarasingham A, Truccolo W (2014, in press) Spatio-temporal conditional inference and hypothesis tests for neural ensemble spiking precision. Neural Computation.

  • Kramer M, Truccolo W, Eden UT, Lepage KQ, Hochberg LR, Eskandar EN, Madsen JR, Lee JW, Maheshwari A, Halgren E, Chu CJ, Cash SS (2012) Human seizures self-terminate across spatial scales via a critical transition. Proc. National Academy of Sciences, 109(51): 21116–21121.

  • Bansal AK, Truccolo W, Vargas-Irwin CE, Donoghue JP (2012) Decoding 3-D Reach and Grasp from Hybrid Signals in Motor and Premotor Cortices: Spikes, Multiunit Activity and Local Field Potentials. J Neurophysiology 107: 1337 – 1355. [Highlighted “Editor’s Choice” paper.]

  • Truccolo W, Donoghue JA, Hochberg LR, Eskandar EN, Madsen JR, Anderson WS, Brown EN, Halgren E, Cash SS (2011) Single-Neuron Dynamics in Human Focal Epilepsy. Nature Neuroscience 14(5): 635 - 641. [Highlighted in News & Views, Walker MC, Nature Neuroscience 14(5), in Nature Reviews Neurology, and in MIT Technology Review.]

  • Truccolo, W., Hochberg, L.R., Donoghue, J.P. (2010). Collective Dynamics in Human and Monkey Sensorimotor Cortex: Predicting Single Neuron Spikes. Nature Neuroscience 13(1): 105-111. [Highlighted in Nature Reviews Neuroscience 11(2), 2010; and in Neurosurgery 66(6), 2010.]

  • Truccolo, W. Stochastic Models for Multivariate Neural Point Processes: Collective Dynamics and Neural Decoding. In Analysis of parallel spike trains (Eds. Grün, S. & Rotter, S. ). Springer, New York, 2010.PDF

  • Truccolo, W., Friehs, G.M., Donoghue, J.P., Hochberg, L.R. (2008). Primary Motor Cortex Tuning to Intended Movement Kinematics in Humans with Tetraplegia. Journal of Neuroscience, 28 (5): 1163-1178.

  • Truccolo, W. & Donoghue, J.P. (2007) Nonparametric Modeling of Neural Point Processes via Stochastic Gradient Boosting Regression. Neural Computation, 19(3): 672-705.

  • Truccolo, W., Eden, U.T., Fellows, M.R., Donoghue, J.P., Brown, E.N. (2005) A Point Process Framework for Relating Neural Spiking Activity to Spiking History, Neural Ensemble and Extrinsic Covariate Effects. Journal of Neurophysiology, 93, 1074-1089.

  • Truccolo, W.A., Rangarajan, G., Chen, Y., Ding, M. (2003) Analyzing Stability of Equilibrium Points in Neural Networks: a General Approach. Neural Networks, 16(10), 1453-1460.

  • Truccolo WA, Ding M, Knuth KH, Nakamura R, Bressler SL (2002) Trial-to-Trial Variability of Cortical Evoked Responses: Implications for the Analysis of Functional Connectivity. Clinical Neurophysiology, 113, pp. 206–226.

  • Kaminski, M., Ding, M., Truccolo, W.A., Bressler, S.L. (2001) Evaluating Causal Relations in Neural Systems: Granger Causality, Directed Transfer Function (DTF) and Statistical Assessment of Significance. Biological Cybernetics, 85, pp. 145-157.

Publications (Complete list)

  • Truccolo W (2015, in press) Population Encoding/Decoding. Encyclopedia of Computational Neuroscience. Springer.

  • Truccolo* W, Ahmed OJ, Harrison MT, Eskandar EN, Cosgrove GR, Madsen JR, Blum AS, Potter NS, Hochberg LR, Cash* SS (2014) Neuronal ensemble synchrony during human focal seizures. J Neuroscience 34(30): 9927 – 9944. * Senior authors.

  • Menzer D, Rao NG, Bondy A, Truccolo W, Dongohue JP (2014, in press) Population Interactions Between Parietal and Primary Motor Cortices During Reach. J Neurophysiology.

  • Harrison MT, Amarasingham A, Truccolo W (2014, in press) Spatio-temporal conditional inference and hypothesis tests for neural ensemble spiking precision. Neural Computation.

  • Aghagolzadeh M, Truccolo W (2014, in press) Latent state-space models for neural decoding. Int IEEE EMBS Conf Neural Engineering.

  • Park YS, Hochberg LR, Eskandar EN, Cash SS, Truccolo W (2014, in press) Early detection of human focal seizures based on cortical multiunit activity. Int IEEE EMBS Conf Neural Engineering.

  • Park YS, Hochberg LR, Eskandar EN, Cash SS, Truccolo W (2013) Early Detection of Human Epileptic Seizures based on Intracortical Local Field Potentials. IEEE EMBS Neural Engineering Proceedings.

  • Park YS, Hochberg LR, Eskandar EN, Cash SS, Truccolo W (2013) Adaptive parametric spectral estimation with Kalman smoothing for online early seizure detection. IEEE EMBS Neural Engineering Proceedings.

  • Kramer M, Truccolo W, Eden UT, Lepage KQ, Hochberg LR, Eskandar EN, Madsen JR, Lee JW, Maheshwari A, Halgren E, Chu CJ, Cash SS (2012) Human seizures self-terminate across spatial scales via a critical transition. Proc. National Academy of Sciences, 109(51): 21116–21121.

  • Bansal AK, Truccolo W, Vargas-Irwin CE, Donoghue JP (2012) Decoding 3-D reach and grasp from hybrid signals in motor and premotor cortices: spikes, multiunit activity and local field potentials. J Neurophysiology 107: 1337 – 1355. [Highlighted “Editor’s Choice” paper.]

  • Truccolo W, Donoghue JA, Hochberg LR, Eskandar EN, Madsen JR, Anderson WS, Brown EN, Halgren E, Cash SS (2011) Single-Neuron dynamics in human focal epilepsy. Nature Neuroscience 14(5): 635 - 641. [Highlighted in News & Views, Walker MC, Nature Neuroscience 14(5), and in Nature Reviews Neurology.]

  • Bansal AK, Vargas-Irwin CE, Truccolo W, Donoghue JP (2011) Relationships among low-frequency local field potentials, spiking activity, and 3-D reach and grasp kinematics in primary motor and ventral premotor cortices. J Neurophysiology 105: 1603 – 1619.

  • Malik W, Truccolo W, Brown EN, Hochberg LR (2011) Efficient Decoding with Steady-State Kalman Filter in Neural Interface Systems. IEEE Transactions on Neural Systems and Rehabilitation Engineering, 19(1): 25-34.

  • Truccolo, W., Hochberg, L.R., Donoghue, J.P. (2010). Collective Dynamics in Human and Monkey Sensorimotor Cortex: Predicting Single Neuron Spikes. Nature Neuroscience 13(1): 105-111. [Highlighted in Nature Reviews Neuroscience 11(2), 2010; and in Neurosurgery 66(6), 2010.]

  • Zhuang, J., Truccolo, W., Vargas-Irwin, C., Donoghue, J.P. (2010) Decoding 3-D Reach and Grasp Kinematics from High-Frequency Local Field Potentials in Primate Primary Motor Cortex. IEEE Transactions on Biomedical Engineering, 57(7): 1774-1784.

  • Keller, C. J., Truccolo, W., Gale, J.T., Eskandar, E., Thesen, T., Carlson, C., Devinsky, O., Kuzniecky, R., Doyle, W., Madsen, J.R., Schomer, D., Mehta, A., Brown, E.N., Hochberg, L.R., Ulbert, I., Halgren, E., Cash, S.S. (2010). Heterogeneous Neuronal Firing Patterns During Interictal Epileptiform Discharges in the Human Cortex. Brain, 133: 1668-1681.

  • Zhuang, J., Truccolo, W., Vargas-Irwin, C., Donoghue, J.P. (2010) Reconstructing Grasping Motions from High-Frequency Local Field Potentials in Primary Motor Cortex. IEEE-EMBS Proceedings: 4347-4350.

  • Truccolo, W. Stochastic Models for Multivariate Neural Point Processes: Collective Dynamics and Neural Decoding. In Analysis of parallel spike trains (Eds. Grün, S. & Rotter, S. ). Springer, New York, 2010.PDF

  • Truccolo, W., Friehs, G.M., Donoghue, J.P., Hochberg, L.R. (2008). Primary Motor Cortex Tuning to Intended Movement Kinematics in Humans with Tetraplegia. Journal of Neuroscience, 28 (5): 1163-1178.

  • Nalatore, H., Truccolo, W., Rangarajan, G. (2007) Fast Robust Pattern Classification Algorithms for Real Time Neuro-Motor Prosthetic Applications. Journal of the Indian Institute of Science, 87 (4): 497-509.

  • Truccolo, W. & Donoghue, J.P. (2007) Nonparametric Modeling of Neural Point Processes via Stochastic Gradient Boosting Regression. Neural Computation, 19(3): 672-705.

  • Knuth, K.H., Shah, A., Truccolo, W., Ding, M., Bressler, S.L., Schroeder, C.E. (2006) Differentially Variable Component Analysis (dVCA): Identifying Multiple Evoked Components Using Trial-to-Trial Variability. Journal of Neurophysiology, 95: 3257-3276.

  • Chen, Y., Bressler, S.L., Knuth, K.H., Truccolo, W., Ding, M. (2006) Stochastic Modeling of Neurobiological Time Series: Power, Coherence, Granger Causality, and Separation of Evoked Responses from Ongoing Activity. Special Edition on Stochastic Dynamics of Neural and Genetic Networks, Editor Andre Longtin. Chaos, 16, 026113 1-8. This paper was also selected to appear in the Virtual Journal of Biological Physics Research, 12 (1).

  • Truccolo, W., Eden, U.T., Fellows, M.R., Donoghue, J.P., Brown, E.N. (2005) A Point Process Framework for Relating Neural Spiking Activity to Spiking History, Neural Ensemble and Extrinsic Covariate Effects. Journal of Neurophysiology, 93, 1074-1089.

  • Eden, U.T., Truccolo, W., Fellows, M.R., Donoghue, J.P., Brown, E.N. (2004) Reconstruction of Hand Movement Trajectories from a Dynamic Ensemble of Spiking Motor Cortical Neurons. Proceedings of the 26th Annual International Conference of the IEEE EMBS, San Francisco, CA.

  • Albo, Z., Viana di Prisco, G. Chen, Y., Rangarajan, G., Truccolo, W., Feng, J., Vertes, R.P., Ding, M. (2004) Is Partial Coherence a Viable Technique for Identifying Generators of Neural Oscillations? Biological Cybernetics, 90, 318-326.

  • Truccolo, W., Knuth, K.H., Shah, A., Schroeder, C., Bressler, S.L., Ding, M. (2003) Estimation of Single-Trial Multi-Component ERPs: differentially Variable Component Analysis (dVCA). Biological Cybernetics, 89, 426-438.

  • Truccolo, W.A., Rangarajan, G., Chen, Y., Ding, M. (2003) Analyzing Stability of Equilibrium Points in Neural Networks: a General Approach. Neural Networks, 16(10), 1453-1460.

  • Sanes, J.N., Truccolo W (2003) Motor "Binding": do Functional Assemblies in Primary Motor Cortex have a Role? Neuron, 38 (1): 3-5.

  • Truccolo, WA, Ding M, Knuth KH, Nakamura R, Bressler SL (2002) Trial-to-Trial Variability of Cortical Evoked Responses: Implications for the Analysis of Functional Connectivity. Clinical Neurophysiology, 113, pp. 206–226.

  • Truccolo, WA, Knuth KH, Bressler SL, Ding M. (2002) Bayesian Analysis of Single Trial Cortical Event-Related Components. In: Robert L. Fry (Ed.), Maximum Entropy and Bayesian Methods in Science and Engineering. AIP Conference Proceedings, volume 617, pp 64-73. Melville, NY: American Institute of Physics.

  • Liang, H., Bressler, S.L., Ding, M, Truccolo, W.A., Nakamura, R. (2002) Synchronized Activity in Prefrontal Cortex during Anticipation of Visuomotor Processing. Neuroreport, 13(16), pp. 2011-2015.

  • Truccolo, W. (2002) Statistical Analysis of Dynamic Interdependence Patterns in the Cortex. Ph.D. thesis in Complex Systems. Florida Atlantic University, Center for Complex Systems and Brain Sciences.

  • Truccolo, W.A., Dong, D.W. (2001) Dynamic Temporal Decorrelation: Information Theoretic and Biophysical Model of the Functional Role of the Lateral Geniculate Nucleus (LGN). Neurocomputing, 38-40, pp. 993-1001.

  • Truccolo, W.A., Ding, M., Bressler, S.L. (2001) Variability and Interdependence of Local Field Potentials: Effects of Gain Modulation and Nonstationarity. Neurocomputing, 38-40, pp. 983-992.

  • Kaminski, M., Ding, M., Truccolo, W.A., Bressler, S.L. (2001) Evaluating Causal Relations in Neural Systems: Granger Causality, Directed Transfer Function (DTF) and Statistical Assessment of Significance. Biological Cybernetics, 85, pp. 145-157.

  • Knuth, K.H., Truccolo, W.A., Bressler, S.L., Ding, M. (2001) Separation of Multiple Evoked Responses using Differential Amplitude and Latency Variability. In: Sejnowski, T.J. (Ed.), Proceedings of the 3rd International Conference on Independent Component Analysis and Blind Signal Separation, December, 2001, San Diego, California, USA.

  • Truccolo, W.A., Ding, M., Bressler, S.L. (2000) Stability Constraints for Oscillatory Neural Networks. Neurocomputing, 32-33, pp. 585-589.

  • Truccolo, W.A., Ding, M., Bressler, S.L. (2000) Dynamical Analysis of an Oscillatory Cortical Neural Network. In: Amari et al (Eds). Neural Networks. IJCNN 2000, Proceedings of the IEEE-INNS-ENNS International Joint Conference on ,Volume: 6 , 24-27, pp. 434 – 439.

  • Truccolo, W., Dong, D.W. (2000) Dynamic Temporal Decorrelation: Information Theoretic and Biophysical Model of the Functional Role of the Lateral Geniculate Nucleus (LGN). Investigative Ophthalmology & Visual Science, 41 (4): 259B259, Suppl. S MAR 15 2000.

Invited Talks and Conference Presentations

  • Ho E, Truccolo W (2014) Modeling of neocortical neural dynamics during human focal seizures. Abstr., No. Society for Neuroscience, Washington, DC.

  • Lu Y, Truccolo W, Vargas-Irwin CE, Ozden I, Zimmermann JB, May T, Wagner F, Nurmikko A (2014) Optogenetically-induced spatiotemporal gamma oscillations and neuronal spiking activity in primate motor cortex. Abstr., No. Society for Neuroscience, Washington, DC.

  • Aghagolzadeh M, Truccolo W (2014) (Talk) Latent state-space models for neural decoding. Int IEEE EMBS Conf Neural Engineering.

  • Park YS, Hochberg LR, Eskandar EN, Cash SS, Truccolo W (2014) Early detection of human focal seizures based on cortical multiunit activity. Int IEEE EMBS Conf Neural Engineering.

  • Ho E, Truccolo W (2014) Modelling of Neocortical Neural Dynamics during Human Focal Seizures. Computational Neuroscience Meeting, Quebec City.

  • Ahmed O, Kramer M, Truccolo W, Naftulin J, Potter N, Eskandar N, Cosgrove G, Blum A, Hochberg L, Cash S (2014) Inhibitory single neuron control of seizures and epileptic traveling waves in humans. Computational Neuroscience Meeting, Quebec City.

  • Truccolo W (2014) Invited talk: Multi-scale neural dynamics in human focal epilepsy. Keynote speaker. Cognitive Rhythms Collaborative, Boston University, Organizer: Nancy Kopell.

  • Truccolo W (2014) Invited talk: Neural dynamics in human focal epilepsy. COSYNE 2014 Workshop, Rogue states: Altered dynamics of neural circuit activity in brain disorders. Organizers: Cian O’Donnell and Terrence Sejnowski.

  • Truccolo W, Ahmed OJ, Harrison MT, Eskandar EN, Cosgrove GR, Madsen JR, Blum A, Potter NS, Hochberg LR, Cash SS (2013) Neuronal spiking synchrony in human focal seizures. Abstr., No. Society for Neuroscience, Washington, DC.

  • Wagner FB, Wang J, Truccolo W, Nurmikko A (2013) Optogenetic stimulation of somatosensory cortex at a resonant frequency can induce generalized seizures in an animal model of absence epilepsy. Abstr., No. Society for Neuroscience, Washington, DC.

  • Park YS, Hochberg LR, Eskandar EN, Cash SS, Truccolo W (2013) Early detection of human epileptic seizures using neocortical microelectrode array signals. Abstr., No. Society for Neuroscience, Washington, DC.

  • Park YS, Hochberg LR, Eskandar EN, Cash SS, Truccolo W (2013) Early detection of human epileptic seizures based on intracortical local field potentials. 6th International IEEE EMBS Conference on Neural Engineering, San Diego.

  • Park YS, Hochberg LR, Eskandar EN, Cash SS, Truccolo W (2013) Adaptive Parametric Spectral Estimation with Kalman Smoothing for Online Early Seizure Detection. 6th International IEEE EMBS Conference on Neural Engineering, San Diego.

  • Truccolo (2013) “The Brain Initiative Proposals: Primate Neuroscience.” Physical and Mathematical Principles of Brain Structure and Function. Workshop organized by the National Science Foundation and the Kavli Foundation. Arlington, May 5 – 7, 2013.

  • Wagner F, Wang J, Truccolo W, Nurmikko A (2013) Probing seizure initiation with light: spatiotemporal influence of optogenetic stimulation of the cortical focus in rats with absence epilepsy. Curing the Epilepsies, National Institutes of Health, National Institutes of Neurological Disorders and Stroke, Bethesda, MD, April 17 - 19, 2013.

  • Ahmed OJ, Truccolo W, Eskandar EN, Madsen JR, Anderson WS, Cosgrove GR, Potter NS, Blum A, Hochberg LR, Cash SS (2013) Human inhibitory single neurons switch off before dramatic increases in seizure amplitude. Curing the Epilepsies, National Institutes of Health, National Institutes of Neurological Disorders and Stroke, Bethesda, MD, April 17 - 19, 2013.

  • Truccolo (2013) Invited talk at the German Neuroscience Society Meeting, symposium "Practically Profiting from the Complexity of Massively Parallel Electrophysiological Data", March 13 - 16, 2013, Goettingen, Germany.

  • Truccolo (2013) Microdynamics of human focal seizures. Mathematical Biosciences Institute (MBI) Workshop 3: Disease.

  • Truccolo (2012) Lectures in the Winter School on Computational Aspects of Neural Engineering. Joint Indian Institute of Science (IIS) and ICERM-NSF organization, Bangalore, Dec 10 - 19, 2012.

  • Truccolo (2012) Multiscale neural dynamics in human focal seizures. International Conference on Computational Aspects of Neural Engineering. Joint Indian Institute of Science (IIS) and ICERM-NSF organization, Bangalore, Dec 20 - 21, 2012.

  • Truccolo (2012) Invited Talk. Microphysiology of human epileptic seizures. Special Speaker Series Celebrating the 20th Anniversary of the Department of Neuroscience, Brown University, Nov 29, 2012.

  • Kramer MA, Truccolo W, Eden U, Lepage K, Chu C, Hochberg LR, Eskandar E, Madsen J, Lee J, Masheshwari A, Halgren E, Cash SS (2012) Crossing the brain’s tipping point: spontaneous seizure termination across spatial scales. Abstr., No. . Society for Neuroscience, Washington, DC.

  • Wagner FB, Wang J, Truccolo W, Nurmikko A (2012) Multichannel single-unit activity and local field potential dynamics during spontaneous seizures and optically-induced oscillations in a rat model of absence epilepsy. Abstr., No. . Society for Neuroscience, Washington, DC.

  • Feldman JM, Truccolo W, Hochberg LR, Donoghue JP (2012) Action representation within neural networks: an updated perspective on the simulation theory of motor cognition. Abstr., No. . Society for Neuroscience, Washington, DC.

  • Ahmed OJ, Truccolo W, Eskandar EN, Madsen JR, Anderson WS, Cosgrove GR, Potter NS, Blum A, Hochberg LR, Cash SS (2012) Human inhibitory single neurons switch off before dramatic increases in seizure amplitude. American Epilepsy Society meeting.

  • Wagner FB, Wang J, Truccolo W, Nurmikko A (2012) Spatiotemporal dynamics of local field potentials and single-unit activity during spontaneous seizures and optically-induced oscillations in a rat model of absence epilepsy. Gordon Research Conference: Mechanisms of Epilepsy & Neuronal Synchronization. Waterville Valley, NH.

  • Ahmed OJ, Truccolo W, Donoghue JA, Eskandar EN, Madsen JR, Anderson WS, Cosgrove GR, Potter NS, Blum AS, Hochberg LR, Cash SS (2012) Human inhibitory single neurons switch off before dramatic increase in seizure amplitude. Gordon Research Conference: Mechanisms of Epilepsy & Neuronal Synchronization. Waterville Valley, NH.

  • Truccolo, W (2012) Uncovering Collective Dynamics and Computation in Monkey and Human Cortex. Department of Neuroscience, Brown University.

  • Truccolo, W (2011) Collective Dynamics in Neuronal Networks. Conference on Statistical Mechanics and Inference, Trondheim, Norway. Organizers: John Hertz (Nordita/Niels Bohr Institute), Yasser Roudi (Kavli Institute/Nordita) and Sara Solla (Northwestern).

  • Truccolo, W (2011) Single Neuron Dynamics in Human Epilepsy. 5th International Workshop on Seizure Prediction, Dresden, Germany.

  • Truccolo (2011) Collective Dynamics at the Level of Single Neurons in Human Neocortex. (Swartz Foundation Travel Award.) Conference on Single Neuron Studies of the Human Brain. New York University. Organizers: Moran Cerf (NYU), Gabriel Kreiman (Harvard) and Ueli Rutishauser (Max Planck Institute for Brain Research in Frankfurt am Main).

  • Truccolo, W (2011) Advances in Microphysiological Recording for Understanding Epilepsy. IEEE Engineering in Medicine and Biology Society, Boston.

  • Truccolo, W (2011) Multi-Scale Dynamics in Networks of the Brain. Department of Neuroscience, Brown University.

  • Truccolo, W (2011) Neuronal Ensemble Dynamics in Human Focal Epilepsy. Brown Institute for Brain Science.

  • Feldman JM, King B, Truccolo W, Hochberg LR, Donoghue JP (2011) Decoding neural representations of action from motor cortex ensembles during action observation in humans with tetraplegia. Abstr, No. 142.14. Society for Neuroscience, Washington, DC.

  • Hochberg LR, Bacher D, Barefoot L, Berhanu E, Black MJ, Cash SS, Feldman JM, Gallivan EM, Homer M, Jarosiewicz B, King B, Liu J, Malik WQ, Masse NY, Perge JA, Rosler DM, Schmansky N, Simeral JD, Travers B, Truccolo W, Donoghue JP (2011) Use of the BrainGate Neural Interface System for more than five years by a woman with tetraplegia. Abstr, No. 84.23. Society for Neuroscience, Washington, DC.

  • Truccolo, W (2010) Activity patterns in ensembles of single neurons during interictal, preictal and ictal states in human focal epilepsy. IEEE-EMBS, Buenos Aires. Chair: Dr. Bradley Greger.

  • Donoghue JA, Truccolo W, Hochberg LR, Eskandar EN, Anderson WS, Madsen JR, Halgren E, Cash SS (2010) Heterogeneous single-unit spiking patterns during focal seizures in patients with intractable epilepsy. Abstr. No. 150.25. Society for Neuroscience, Washington, DC.

  • Menzer DL, Rao NG, Truccolo W, Donoghue JP (2010) Parietal-frontal communication during reach performance. Abstr. No. 893.4. Society for Neuroscience, Washington, DC.

  • Malik WQ, Stavisky SD, Bacher D, Simeral JD, Truccolo W, Brown EN, Donoghue JP, Hochberg LR (2010) Decoding multiunit activity in neural interfaces for individuals with tetraplegia. Abstr. No. 899.3. Society for Neuroscience, Washington, DC.

  • Zhuang J, Truccolo W, Vargas-Irwin C, Donoghue JP (2010) Decoding continuous and discrete states in 3-D reaching and grasping movements from local field potentials in monkey primary motor cortex. Abstr. No. 899.5. Society for Neuroscience, Washington, DC.

  • Bansal AK, Truccolo W, Vargas-Irwin C, Donoghue JP (2010) Decoding 3-D reach and grasp kinematics from multi-scale spatiotemporal neural activity in primary motor and ventral premotor cortex. Abstr. No. 899.6. Society for Neuroscience, Washington, DC.

  • Malik, W., Brown, E.N., Truccolo, W., Hochberg, L.R. (2010) Neural decoding with steady-state Kalman filter. Fourth International Brain-Computer Interfaces Meeting. Asilomar, California.

  • Truccolo, W (2009 – invited talk) Stochastic point process models for multivariate neuronal spiking data: applications to neural interface systems. Department of Systems Design Engineering, University of Waterloo, May 2009.

  • Truccolo, W (2009 – invited talk) Intra and inter-areal collective dynamics in human and monkey neocortex: How predictable is single neuron spiking? Department of Neuroscience, Brown University, February 2009.

  • Brain Machine Interface: Human Studies. (2008) Session chair. Society for Neuroscience, Washington, DC.

  • Shaikhouni, A. Truccolo, W., Friehs, G.M., Donoghue, J.P., Hochberg, L.R. (2008) Decoding Intended Movement and Somatic Sensory Inputs from Local Field Potentials in Humans with Tetraplegia. Society for Neuroscience, Washington, DC.

  • Kim, S.P., Simeral, J.D., Hochberg, L.R., Truccolo, W., Friehs, G.M., Donoghue, J.P. & Black, M.J. (2008) Tuning analysis of motor cortical neurons in a person with tetraplegia during performance of visually instructed control tasks. Abstr. No. 673.16. Society for Neuroscience, Washington, DC.

  • Kim, S.P., Simeral, J.D., Hochberg, L.R., Truccolo, W., Friehs, G.M., Donoghue, J.P. & Black, M.J. (2008) Tuning analysis of motor cortical neurons in a person with tetraplegia during performance of visually instructed control tasks. Abstr. No. 673.16. Society for Neuroscience, Washington, DC.

  • Truccolo, W., Hochberg, L.R., Eskandar, E., Cole, A., Cash, S.S. (2008) Multielectrode Array Recordings of Single Unit Activity in Humans with Epilepsy. Neural Interfaces Conference. Cleveland, OH.

  • Truccolo, W., Hochberg, L.R., Eskandar, E., Cole, A., Cash, S.S. (2008) Multielectrode Array Recordings of Single Unit Activity in Humans with Epilepsy. Neural Interfaces Conference. Cleveland, OH.

  • Truccolo, W. (2008 – Invited Talk) Stochastic Models for Computational and Decoding Analyses of Neural Systems. Program in Neuroscience and Cognitive Science (NACS) at the University of Maryland.

  • Truccolo, W., Friehs, G.M., Donoghue, J.P., Hochberg, L.R. (2007) MI Tuning to Intended Kinematics in Humans with Tetraplegia. Abstr. No. 517.5, Society for Neuroscience, Washington, DC.

  • King, B., Truccolo, W., Friehs, G.M., Stein, J., Donoghue, J.P., Hochberg, L.R. (2007) Motor Cortex Local Field Potentials and Multi-Unity Activity during Intended Movements in Humans with Tetraplegia. Abstr. No. 517.15, Society for Neuroscience, Washington, DC.

  • Truccolo, W. (2007 - invited talk) Stochastic Modeling of Neural Point Processes: Theory. Department of Applied Mathematics (ESAM) at Northwestern University.

  • Truccolo, W. (2007) Stochastic Modeling of Neural Point Processes: Applications. (Invited Talk) Rehabilitation Institute of Chicago and Department of Physiology at Northwestern University.

  • Truccolo, W. & Donoghue, J.P. (2006) Non-Parametric Modeling of Neural Point Processes: Stochastic Gradient Boosting Regression and Bayesian P-Splines. COSYNE: Computational and Systems Neuroscience, Salt Lake City, March 2006.

  • Truccolo, W., Vargas, C., Philips, B., Donoghue, J.P. (2005) M1-5d Statistical Interdependencies via Dual Multi-Electrode Array Recordings. Soc. Neurosci. Abstr., Prog. No. 981.13, Washington, DC.

  • Truccolo, W. (2005 – invited talk) Computational Problems in Cortical Sensorimotor Control. Brown University, Neuroscience Department. November, 2005.

  • Truccolo, W., Vargas, C., Philip, B., Fellows, M.R., Donoghue, J.P. (2005) Simultaneous Multielectrode Recording of Primary Motor (MI) and Parietal (5d) Cortices during Reaching: Analysis of Statistical Interactions. The Society for the Neural Control of Movement, Key Biscayne, Florida.

  • Truccolo, W., Fellows, M.R., Eden, U.T., Brown, E.N, Donoghue, J.P. (2004) Primary motor (MI) and parietal (5d) coordination during reaching: point process and LFP models. Society for Neuroscience Annual Meeting, Abstr., Prog. No. 421.1, San Diego.

  • Wu, W., Truccolo, W., Saleh, M., Mumford, D., Donoghue, J.P. (2004) Decoding using Fast Oscillations in Local Field Potentials and Neural Firing during Instructed Delay in a Center-Out Reaching Task. Computational Neuroscience Meeting, July 18-10m Baltimore, MD.

  • Ding, M. Rangarajan, G. Truccolo, W., Chen, Y., Donoghue, J.P. (2004) Spatiotemporal LFP Activity in macaque motor cortex during instructed delay. Statistical Analysis of Neuronal Data. Organizers: Emery N. Brown (Harvard University) and Robert Kass (Carnegie Mellon University), May 21-22, Pittsburgh.

  • Truccolo, W., Eden, U.T., Fellows, M.R., Donoghue, J.P., Brown, E.N. (2003) Multivariate conditional intensity models for MI Spiking Activity. Society for Neuroscience Annual Meeting, Abstr., Prog. No. 607.11, New Orleans.

  • Eden, U.T., Truccolo, W., Ergun, A., Fellows, M.R., Donoghue, J.P., Brown, E.N. (2003) Exact and approximate point process filters for adaptive neural encoding and decoding. Society for Neuroscience Annual Meeting, Abstr., Prog. No. 429.2, New Orleans.

  • Rangarajan, G., Truccolo, W., Chen, Y., Donoghue, J.P., Ding, M.D. (2003) Spatiotemporal neural activity in macaque motor cortex during working memory and movement execution. Society for Neuroscience Annual Meeting, Abstr., Prog. No. 708.10 , New Orleans.

  • Knuth, K.H., Shah, A., Truccolo, W., Ding, M.D., Bressler, S.L., Schroeder, C.E. (2003) Differentially Variable Component Analysis: dVCA. A New Tool for Understanding Brain Responses. Society for Neuroscience Annual Meeting, Abstr., Prog. No. 430.19, New Orleans.

  • Truccolo, W.A., Saleh, M., Hatsopoulos, N., Donoghue, J.P. (2002) Relationships between LFPs, Spike Activity and Movement Direction in Primary Motor Cortex. Society for Neuroscience Annual Meeting, Orlando.

  • Knuth, K.H., Clanton, S.T., Shah, A.S., Truccolo, W.A., Ding, M., Bressler, S.L., Trejo, L.J., Schroeder, C.E. (2002) Multiple Component Event-Related Potential (mcERP) Estimation. Society for Neuroscience Annual Meeting, Orlando.

  • Shah, A.S., Knuth, K.H., Truccolo, W.A., Mehta, A.D., Fu, K.G., Johnston, T.A., Ding, M., Bressler, S.L., Schroeder, C.E. (2002) Estimating Single-Trial Responses in EEG. Society for Neuroscience Annual Meeting, Orlando.

  • Knuth, K.H., Shah, A.S., Truccolo, W.A., Ding, M, Bressler, S.L., Schroeder, C.E. (2002) Estimating the Single-Trial Characteristics of Event-Related Responses: Evaluation of the MCERP Algorithm. Dynamical Neuroscience Satellite Symposium, Society for Neuroscience Annual Meeting, Orlando.

  • Truccolo, W.A., Knuth, K.H., Ding, M., Bressler, S.L. (2001) Bayesian Estimation of Amplitude, Latency and Waveform of Single Trial Cortical Evoked Components. International Workshop on Bayesian Inference and Maximum Entropy Methods in Science and Engineering (MaxEnt, August 4-9, 2001), Johns Hopkins University, Baltimore.

  • Knuth, K.H., Truccolo, W.A., Bressler, S.L., Ding, M. (2001) Separation of Multiple Evoked Responses Using Differential Amplitude and Latency Variability. 3rd International Conference on Independent Component Analysis and Blind Signal Separation, December 9-13, 2001, San Diego.

  • Truccolo, W.A., Knuth, K.H., Ding, M., Bressler, S.L. (2001) Bayesian Estimation of Single Trial Cortical Evoked Potential Components: Applications to the Analysis of Functional Connectivity. Society for Neuroscience Annual Meeting, San Diego.

  • Albo, Z., Viana Di Prisco, G., Truccolo, W.A., Vertes, R.P., Ding. M. (2001) A Study of Neural Interactions Within the Limbic System using Partial Coherence and Direct Transfer Functions Analysis. Society for Neuroscience Annual Meeting, San Diego.

  • Knuth, K.H., Truccolo, W.A., Shah, A.S., Ding, M., Bressler, S.L., Schroeder, C.E. (2001) Facing Up to Trial-to-Trial Variability of Evoked Responses. Society for Neuroscience Annual Meeting, San Diego.

  • Shah, A.S., Knuth, K.H., Mehta, A.D., Fu, K.G., Johnston, T.A., Dias, E.C., Truccolo, W.A., Ding, M., Bressler, S.L., Schroeder, C.E. (2001) Functional Connectivity between Visual Structures in Behaving Monkeys. Society for Neuroscience Annual Meeting, San Diego.

  • Truccolo, W.A., Ding, M., Bressler, S.L. (2000) Variability of Cortical Evoked Responses: Implications for the Analysis of Functional Connectivity. Society for Neuroscience Annual Meeting, New Orleans.

  • Truccolo, W.A., Ding, M., Bressler, S.L. (2000) Dynamical Analysis of an Oscillatory Cortical Neural Network. International Joint Conference on Neural Networks (IJCNN), Como, Italy.

  • Truccolo, W.A., Ding, M., Bressler, S.L. (2000) On the Variability of Cortical Evoked Responses: Implications for the Correlation and Spectral Coherence Analysis of Local Field Potentials. Computational Neuroscience Meeting, Brugge, Belgium.

  • Truccolo, W.A. and Dong, D.W. (2000) Dynamic Temporal Decorrelation: Information Theoretic and Biophysical Model of the Functional Role of the Lateral Geniculate Nucleus (LGN). Computational Neuroscience Meeting, Brugge, Belgium.

  • Truccolo, W.A., Ding, M., Bressler, S.L. (2000) Dynamics of Oscillatory Neural Networks. World Conference on Systemics, Cybernetics, and Informatics, Orlando.

  • Truccolo, W.A. and Dong, D.W. (2000) Dynamic Temporal Decorrelation: Information Theoretic and Biophysical Model of the Functional Role of the Lateral Geniculate Nucleus (LGN). ARVO (The Association for Research in Vision and Ophthamology), Annual Meeting.

  • Truccolo, W.A., Ding, M., Bressler, S.L. (1999) Stability of Oscillatory Neural Networks. Dynamic Neuroscience VII, Integration Across Multiple Imaging Modalities, Neuroscience Meeting Satellite Symposium, NIHM, Boca Raton.

  • Truccolo, W.A., Ding, M., Bressler, S.L. (1999) Variability of Cortical Evoked Responses: Implications for Cross-Correlation and Coherence Measures. Dynamic Neuroscience VII, Integration Across Multiple Imaging Modalities, Neuroscience Meeting Satellite Symposium, NIHM, Boca Raton.

  • Truccolo, W.A., Ding, M., Bressler, S.L. (1999) Dynamical Analysis of Oscillatory Neural Networks. 5Th Experimental Chaos Conference, Orlando.

  • Truccolo, W.A., Ding, M., Bressler, S.L. (1999) Dynamical Analysis of a Generic Cortical Area Model. Computational Neuroscience Meeting, Pittsburg.

  • Truccolo, W.A., Ding, M., Bressler, S.L. (1998) Information Processing in a Generic Cortical Area Model. New England Complex System Conference, Nashua.