|
|
|
Publications 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, W.A., Ding, M.,
Knuth, K.H., Bressler, S.L. (2002) Trial-to-Trial
Variability of Cortical Evoked Responses: Implications for the Analysis of
Functional Connectivity. Clinical Neurophysiology, 113, pp.
206–226.
Truccolo, W.A., Knuth,
K.H., Bressler, S.L., 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, Direct 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 & Abstracts Truccolo, W. (2008) Stochastic Models for Computational and Encoding Analyses of Neural Systems. (Invited Talk) 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) Stochastic
Modeling of Neural Point Processes: Theory. (Invited Talk) 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.,
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.
|