Publications 

Proix T, Aghagolzadeh M, Hochberg LR, Cash SS, Truccolo W. Intracortical neural activity distal to seizure onset areas predicts human focal seizures. PLoS ONE 14 (7).

D Xing, M Aghagolzadeh, W Truccolo, D Borton (2019) Low-dimensional motor cortex dynamics preserve kinematics information during unconstrained locomotion in nonhuman primates. Frontiers in Neuroscience 13: 1 - 10.

Park YS, Cosgrove GR, Madsen JR, Eskandar EN, Hochberg LR, Cash SS, Truccolo W (2019) Early detection of human epileptic seizures based on intracortical microelectrode array signals, IEEE Trans Biom Eng, in press. 

Todorov D, Truccolo W (2019) Stability of stochastic finite-size spiking-neuron networks: Comparing mean-field, 1-loop correction and quasi-renewal approximations. Proceedings IEEE Eng Med Biol Soc. (EMBC): 4380 – 4386. 

Saha D, Truccolo W (2019) Stochastic point process models for multi-compartment dendritic-tree input-output transformations in spiking neurons. Proceedings IEEE Eng Med Biol Soc. (EMBC): 4395 – 4399. 

Saha D, Proix T, Truccolo W (2019) Ongoing intracortical neural activity predicts upcoming interictal epileptiform discharges in human epilepsy. Proceedings IEEE Eng Med Biol Soc. (EMBC): 2386 – 2391. 

Rapela J, Proix T, Todorov D, Truccolo W (2019) Uncovering low-dimensional structure in high-dimensional representations of long-term recordings in people with epilepsy. Proceedings IEEE Eng Med Biol Soc. (EMBC): 2246 – 2251. 

Zsom A, LaFrance Jr WC, Blum AS, Li P, Wahed LA, Shaikh MA, Sharma G, Ranieri R, Zhang L, Tsekhan S, Hamid T, Levin J, Truccolo W (2019) Ictal autonomic activity recorded via wearable-sensors plus machine learning can discriminate epileptic and psychogenic nonepileptic seizures. Proceedings IEEE Eng Med Biol Soc. (EMBC): 3502 – 3506. 

Heelan C, Lee J, O’Shea R, Brandman DM, Truccolo W, Nurmikko AV (2019) Decoding complex sounds using broadband population recordings from secondary auditory cortex of macaques. BioRvix, https://doi.org/10.1101/614248

Proix T, Jirsa VK, Bartolomei F, Guye M, Truccolo* W (2018) Predicting the spatiotemporal diversity of seizure propagation and termination in human focal epilepsy. Nature Communications 9:1088,doi: 10.1038/s41467-018-02973-y. View article (+SI)

Pesaran B, Vinck M, Einevoll GT, Sirota A, Fries P, Siegel M, Truccolo W, Schroeder CE, Srinivasan R (2018) Investigating large-scale brain dynamics using field potential recordings: Analysis and interpretation. Nature Neuroscience, 21: 903 – 919. (Invited primer)

Rule ME, Vargas-Irwin C, Donoghue JP, Truccolo W (2018) Phase reorganization leads to transient β-LFP spatial-wave patterns in

motor cortex during steady-state movement preparation. J Neurophys, 119: 2212 – 2228.

​Heelan C, Nurmikko AV, Truccolo W (2018) FPGA implementation of deep-learning recurrent neural networks with sub-millisecond real-time latency for BCI-decoding of large-scale neural sensors (10^4 nodes), Conf Proc IEEE Eng Med Biol Soc. 2018: 1070 – 1073.
 

Wang Y, Truccolo W, Borton DA (2018) Decoding hindlimb kinematics from primate motor cortex using long short-term memory recurrent neural networks. Conf Proc IEEE Eng Med Biol Soc. 2018: 1944 – 1947. 

Gerhard F, Deger M, Truccolo W (2017) On the stability and dynamics of stochastic spiking neuron models: nonlinear Hawkes process and point process GLMs. PLoS Comput Biol 13(2): e1005390. doi:10.1371/journal.pcbi.1005390. View article

Rule ME, Vargas-Irwin C, Donoghue JP, Truccolo W (2017) Dissociation between sustained single-neuron spiking and transient β-LFP oscillations in primate motor cortex. J Neurophysiol, 117(4): 1524 –  543. doi: 10.1152/jn.00651.2016.

Heitmann S, Rule M, Truccolo W, Ermentrout B (2017) Optogenetic stimulation shifts the excitability of cerebral cortex from Type I to Type II: oscillation onset and wave propagation. PLoS Computational Biology 13(1): e1005349. doi:10.1371/journal.pcbi.1005349. View article

Martinet LE, Fiddyment G, Madsen J, Eskandar E, Truccolo W, Eden U, Cash SS, Kramer MA (2017) Human seizures couple across spatial scales through traveling wave dynamics. Nature Comm, 8:14896, 1 – 13, DOI: 10.1038/ncomms14896. View article

 

Truccolo W (2016) From point process observations to collective neural dynamics: nonlinear Hawkes PP-GLMs, low-dimensional dynamics and coarse graining. J Physiol, Paris, advance online. View article

 

Ho ECY, Truccolo W (2016) Interaction between synaptic inhibition and glial-potassium dynamics leads to diverse seizure transition modes in biophysical models of human focal seizures. J Computational Neuroscience, 41(2): 225 – 244. View article
 

Sarma AA, Crocker B, Cash SS, Truccolo W (2016) A modular, closed-loop platform for intracranial stimulation in people with neurological disorders. Int IEEE EMBS Conf Neural Engineering, 6139 – 6142.

Aghagolzadeh M, Hochberg LR, Cash SS, Truccolo W (2016) Predicting seizures from local field potentials recorded via intracortical microelectrode arrays. Int IEEE EMBS Conf Neural Engineering, 6353 – 6356.

 

Aghagolzadeh M, Truccolo W (2016) Inference and decoding of motor cortex low-dimensional dynamics with latent state-space models. IEEE Transactions Neural Systems Rehabilitation Engineering, 24(2): 272 – 282.

 

Wagner F, Eskandar EN, Cosgrove GR, Madsen JR, Blum AS, Potter NS, Hochberg LR, Cash SS, Truccolo W (2015) Microscale spatiotemporal dynamics during neocortical propagation of human focal seizures. NeuroImage, 122: 114 – 130.

Truccolo W (2015) Population Encoding/Decoding. In Encyclopedia of Computational Neuroscience (Eds. Jaeger D and Jung R). Springer, New York.

Wagner FB, Truccolo W, Wang J, Nurmikko AN (2015) Spatiotemporal dynamics of optogenetically-induced and spontaneous seizure transitions in primary generalized epilepsy. J Neurophysiology 113(7): 2321 – 2341.

Milekovic T, Truccolo W, Grün S, Riehle A, Brochier T (2015) Local field potentials in primate motor cortex encode grasp kinetic parameters. NeuroImage, 114: 338 – 335.

Lu Y, Truccolo W, Wagner FBP, Vargas-Irwin CE, Ozden I, Zimmermann JB, May T, Agha N, Wang J, Nurmikko AV (2015) Optogenetically-induced spatiotemporal gamma oscillations and neuronal spiking activity in primate motor cortex. J Neurophysiology 113(10): 3574 – 3587.

Rule ME, Vargas-Irwin CE, Donoghue JP, Truccolo W (2015) Contribution of LFP dynamics to single-neuron spiking variability in motor cortex during movement execution. Frontiers in Systems Neuroscience, 9(89): 10.3389/fnsys.2015.00089. 

Harrison MT, Amarasingham A, Truccolo W (2015) Spatiotemporal conditional inference and hypothesis tests for neural ensemble spiking precision. Neural Computation, 27(1): 104  150.

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, Donoghue JP (2014) Population interactions between parietal and primary motor cortices during reach. J Neurophysiology: 112(11): 2959 – 2984. 

Aghagolzadeh M, Truccolo W (2014) Latent state-space models for neural decoding. Int IEEE EMBS Conf Neural Engineering, 3033 – 3036.

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, 5796 – 5799.

Park YS, Hochberg LR, Eskandar EN, Cash SS, Truccolo W (2013) Early detection of human epileptic seizures based on intracortical local field potentials. Int IEEE EMBS Conf Neural Eng.: 323 – 326.

Park YS, Hochberg LR, Eskandar EN, Cash SS, Truccolo W (2013) Adaptive parametric spectral estimation with Kalman smoothing for online early seizure detection. Int IEEE EMBS Conf Neural Eng.: 1410 – 1413.

Kramer MA, 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. Proceedings of the National Academy of Science, 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. 

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. 

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 LR, Donoghue JP (2010) Collective dynamics in human and monkey sensorimotor cortex: Predicting single neuron spikes. Nature Neuroscience, 13(1): 105-111.

Truccolo W (2010) Stochastic models for multivariate neural point processes: Collective dynamics and neural decoding. In Analysis of parallel spike trains (Eds. Grün S and Rotter S). Springer, New York.

Zhuang J, Truccolo* W, Vargas-Irwin C, Donoghue JP (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. [*Corresponding author.]

Zhuang J, Truccolo W, Vargas-Irwin C, Donoghue JP (2010) Reconstructing grasping motions from high-frequency local field potentials in primary motor cortex. IEEE-EMBS Proceedings: 4347-4350.

Keller CJ, Truccolo W, Gale JT, Eskandar E, Thesen T, Carlson C, Devinsky O, Kuzniecky R, Doyle W, Madsen JR, Schomer D, Mehta A, Brown EN, Hochberg LR, Ulbert I, Halgren E, Cash SS (2010) Heterogeneous neuronal firing patterns during interictal epileptiform discharges in the human cortex. Brain, 133: 1668-1681.

Truccolo W, Friehs GM, Donoghue JP, Hochberg LR (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 prosthesis applications. Journal of the Indian Institute of Science, 87 (4): 497-509.

Truccolo W and Donoghue JP (2007) Non-parametric modeling of neural point processes via stochastic gradient boosting regression. Neural Computation, 19(3): 672-705.

Chen Y, Bressler SL, Knuth KH, 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, Andre Longtin (Ed.). Chaos, 16, 026113 1-8.

Knuth KH, Shah A, Truccolo W, Ding M, Bressler SL, Schroeder CE (2006) Differentially variable component analysis (dVCA): Identifying multiple evoked components using trial-to-trial variability. J Neurophysiology, 95, 3257-3276.

Truccolo W, Eden UT, Fellows MR, Donoghue JP, Brown EN (2005) A point process framework for relating neural spiking activity to spiking history, neural ensemble and extrinsic covariate effects. J Neurophysiology, 93, 1074-1089.

Eden UT, Truccolo W, Fellows MR, Donoghue JP, Brown EN (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 RP, Ding M (2004) Is partial coherence a viable technique for identifying generators of neural oscillations? Biological Cybernetics, 90, 318-326.

Truccolo W, Knuth KH, Shah A, Schroeder C, Bressler SL, Ding M (2003). Estimation of single-trial multi-component ERPs: differentially variable component analysis (dVCA). Biological Cybernetics, 89, 426-438.

Truccolo WA, 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 JN and 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, 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, 617, 64-73. Melville, NY: American Institute of Physics.

Liang H, Bressler SL, Ding M, Truccolo WA, Nakamura R (2002) Synchronized activity in prefrontal cortex during anticipation of visuomotor processing. Neuroreport, 13(16), 2011-2015.

Truccolo WA, Dong DW (2001) Dynamic temporal decorrelation: Information theoretic and biophysical model of the functional role of the lateral geniculate nucleus (LGN). Neurocomputing, 38-40, 993-1001.

Truccolo WA, Ding M, Bressler SL (2001) Variability and interdependence of local field potentials: Effects of gain modulation and nonstationarity. Neurocomputing, 38-40, 983-992.

Kaminski M, Ding M, Truccolo WA, Bressler SL (2001) Evaluating causal relations in neural systems: Granger causality, directed transfer function (DTF) and statistical assessment of significance. Biological Cybernetics, 85, 145-157.

Knuth KH, Truccolo WA, Bressler SL, 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, San Diego, California, USA.

Truccolo WA, Ding M, Bressler SL (2000) Stability constraints for oscillatory neural networks. Neurocomputing, 32-33, 585-589.

Truccolo W, Dong DW (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.

Truccolo WA, Ding M, Bressler SL (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, Volume: 6, 24-27, pp. 434 – 439

Conferences and Invited Talks

Truccolo W (2017) Invited talkMultiscale spatiotemporal neural dynamics during human focal epileptic seizures. International Conference for Technology and Analysis of Seizures (ICTALS2017): Designing the next generation of closed loop seizure control. August 20 - 23, 2017, Minneapolis, MN.

 

Proix T, Jirsa VK, Truccolo W (2017) The role of slow ictal wavefronts and fast spike-and-wave discharges during propagation and termination of focal seizures. Abstr. No. 205.16, Society for Neuroscience Meeting, Washington, DC.

 

Proix T, Jirsa VK, Truccolo W (2017) Spatiotemporal dynamics of slow ictal wavefront and fast spike-and-wave discharges determine patterns of seizure propagation and termination. International Conference for Technology and Analysis of Seizures (ICTALS2017): Designing the next generation of closed loop seizure control. August 20 - 23, 2017, Minneapolis, MN.

 

Rule ME, Vargas-Irwin C, Donoghue JP, Truccolo W (2017) Phase reorganization leads to diverse transient β-LFP spatiotemporal wave patterns in motor cortex during steady movement preparation. Computational Neurology Workshop, Newcastle upon Tyne, Feb 20 – 21.

 

Truccolo W (2016) Talk and session co-chair. Neuronal ensemble activity during human focal seizures. 12th European Congress in Epileptology. Organizers: The International League Against Epilepsy (ILAE) and the Commission on European Affairs (CEA). Marcus Marci's Symposium – What is a seizure? New perspectives. Co-Chairs: John Jefferys, United Kingdom; Wilson Truccolo, USA. Sep 13, 2016.

 

Truccolo W (2016) Invited talk: Single-unit activity in human focal seizures. 12th European Congress in Epileptology. Organizers: The International League Against Epilepsy (ILAE) and the Commission on European Affairs (CEA). Neurobiology Symposium. Chair: Marco de Curtis, Milan, Italy. Prague, Czech Republic. Sep 11, 2016.

 

Truccolo W (2016) Keynote speaker: From neuronal point process observations to stochastic collective dynamics in the brain. The 6th annual meeting of the French CNRS Groupement de Recherche 2904, Grenoble/Autrans, France. Organizer: Blaise Yvert.

 

Sarma AA, Crocker B, Cash SS, Truccolo W (2016) A modular platform for closed-loop, low-latency intracranial stimulation in people with neurological disorders. Society for Neuroscience Meeting, 2016-S-13398-SfN.


Aghagolzadeh M, Hochberg LR, Cash SS, Truccolo W (2016) Seizure prediction based on intracortical microelectrode array LFPs in human focal epilepsy. Society for Neuroscience Meeting, 2016-S-14399-SfN.


Sarma AA, Crocker B, Cash SS, Truccolo W (2016) A modular, closed-loop platform for intracranial stimulation in people with neurological disorders. Int IEEE EMBS Conf Neural Engineering.


Aghagolzadeh M, Hochberg LR, Cash SS, Truccolo W (2016) Predicting seizures from local field potentials recorded via intracortical microelectrode arrays. Int IEEE EMBS Conf Neural Engineering.

 

Truccolo W (2015) Invited talk: From neuronal point process observations to brain modes. Brain Modes Computational Neuroscience Workshop, 'Brain oscillatory processes and large-scale networks in functions and dysfunctions”, Georgia State University, Organizers: Mukesh Dhamala and Andrew Butler.

 

Gerhard F, Cash SS, Truccolo W (2015) Reactivation of neuronal ensemble spiking patterns during human focal seizures. Abstr. No. 493.07, Society for Neuroscience, Washington, DC.

 

Rule ME, Vargas-Irwin C, Donoghue JP, Truccolo W (2015) Identification of (~20 Hz) beta spatiotemporal dynamics in motor cortex LFPs. Abstr. No. 427.22, Society for Neuroscience, Washington, DC.

 

Aghagolzadeh M, Gerhard F, Truccolo W (2015) Robust threshold estimation for detection of discrete neural events in long-term human recordings. Abstr. No. 493.10, Society for Neuroscience, Washington, DC.

 

Xing DY, Aghagolzadeh M, Brandman D, Vargas-Irwin C, Truccolo W, Borton D (2015) Low dimensional dynamics of the primary motor cortex during natural locomotion captures kinematic information and improves decoding performance for brain machine interfaces. Abstr. No. 522.07, Society for Neuroscience, Washington, DC.

 

Xing DY, Aghagolzadeh M, Brandman D, Vargas-Irwin C, Truccolo W, Borton D (2015) Low-dimensional dynamics of of the primary motor cortex during natural locomotion. Cell Symposia: Engineering the Brain – Technologies for Neurobiological Applications. Society for Neuroscience, Satellite Event, Chicago, IL.
 

Truccolo W (2015) Invited talk: Collective neuronal dynamics during human focal seizures. Brain Mind Institute Seminar, Ecole Polytechnique Federale de Lausanne, Lausanne, Switzerland. Host: Wulfram Gerstner.

 

Truccolo W (2015) Invited talk: Microscale spatiotemporal dynamics during neocortical propagation of human focal seizures. Institute de Neurosciences des Systemes, INSERM UMR1106, Aix-Marseille Universite, Marseille, France. Host: Viktor Jirsa.

 

Truccolo W (2015) Invited talk: Microscale spatiotemporal neural dynamics during human focal seizures. Hospitaux Universitaires Geneve, Department of Neurology. Geneva, Switzerland. Host: Margitta Seeck.

 

Truccolo W (2015) Invited talk: Microscale spatiotemporal dynamics during neocortical propagation of human focal seizures. Fondazione IRCCS Istituto Neurologico Carlo Besta, Milan, Italy. Host: Marco de Curtis.

 

Gerhard F, Cash SS, Truccolo W (2015) Generative models to discover structure in neural recordings of human focal epilepsy. Statistical Analysis of Neural Data (SAND7). Pittsburgh, Pennsylvania.

 

Park YS, Hochberg LR, Cash SS, Truccolo W (2015) Early detection of human epileptic seizures using MUA and LFPs from intracortical microelectrode arrays. Statistical Analysis of Neural Data (SAND7). Pittsburgh, Pennsylvania.

 

Gerhard F, Cash SS, Truccolo W (2015) Modeling reactivation of neuronal network spiking patterns across human focal seizures. COSYNE (Computational Systems Neuroscience), Utah, Salt Lake City.

 

Aghagolzadeh M, Gerhard F, Truccolo W (2015) Robust threshold estimation for detection of discrete neural events in long-term human recordings. Mind Brain Research Day, Brown University.

 

Ho E, Truccolo W (2015) Effects of inhibition and K+ glial buffering in biophysical models of human focal seizures. Mind Brain Research Day, Brown University.

 

Park Y, Hochberg LR, Cash SS, Truccolo W (2015) Early detection of human epileptic focal seizures using multiunit activity from intracortical microelectrode arrays. Mind Brain Research Day, Brown University.

 

Gerhard F, Cash SS, Truccolo W (2015) Modeling reactivation of neuronal network spiking patterns across human focal seizures. Mind Brain Research Day, Brown University.

 

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.