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Items: 1 to 50 of 58

1.

Stochastic point process models for multi-compartment dendritic-tree input-output transformations in spiking neurons.

Saha D, Truccolo W.

Conf Proc IEEE Eng Med Biol Soc. 2019 Jul;2019:4395-4399. doi: 10.1109/EMBC.2019.8856996.

PMID:
31946841
2.

Stability of stochastic finite-size spiking-neuron networks: Comparing mean-field, 1-loop correction and quasi-renewal approximations.

Todorov D, Truccolo W.

Conf Proc IEEE Eng Med Biol Soc. 2019 Jul;2019:4380-4386. doi: 10.1109/EMBC.2019.8857101.

PMID:
31946838
3.

Ictal autonomic activity recorded via wearable-sensors plus machine learning can discriminate epileptic and psychogenic nonepileptic seizures.

Zsom A, Tsekhan S, Hamid T, Levin J, Truccolo W, LaFrance WC, Blum AS, Li P, Wahed LA, Shaikh MA, Sharma G, Ranieri R, Zhang L.

Conf Proc IEEE Eng Med Biol Soc. 2019 Jul;2019:3502-3506. doi: 10.1109/EMBC.2019.8857552.

PMID:
31946633
4.

Ongoing intracortical neural activity predicts upcoming interictal epileptiform discharges in human epilepsy.

Saha D, Proix T, Cash SS, Truccolo W.

Conf Proc IEEE Eng Med Biol Soc. 2019 Jul;2019:2386-2391. doi: 10.1109/EMBC.2019.8857513.

PMID:
31946380
5.

Uncovering low-dimensional structure in high-dimensional representations of long-term recordings in people with epilepsy.

Rapela J, Proix T, Todorov D, Truccolo W.

Conf Proc IEEE Eng Med Biol Soc. 2019 Jul;2019:2246-2251. doi: 10.1109/EMBC.2019.8856421.

PMID:
31946348
6.

Decoding speech from spike-based neural population recordings in secondary auditory cortex of non-human primates.

Heelan C, Lee J, O'Shea R, Lynch L, Brandman DM, Truccolo W, Nurmikko AV.

Commun Biol. 2019 Dec 11;2(1):466. doi: 10.1038/s42003-019-0707-9.

PMID:
31925307
7.

Decoding speech from spike-based neural population recordings in secondary auditory cortex of non-human primates.

Heelan C, Lee J, O'Shea R, Lynch L, Brandman DM, Truccolo W, Nurmikko AV.

Commun Biol. 2019 Dec 11;2:466. doi: 10.1038/s42003-019-0707-9. eCollection 2019.

8.

Low-Dimensional Motor Cortex Dynamics Preserve Kinematics Information During Unconstrained Locomotion in Nonhuman Primates.

Xing D, Aghagolzadeh M, Truccolo W, Borton D.

Front Neurosci. 2019 Oct 4;13:1046. doi: 10.3389/fnins.2019.01046. eCollection 2019.

9.

Intracortical neural activity distal to seizure-onset-areas predicts human focal seizures.

Proix T, Aghagolzadeh M, Madsen JR, Cosgrove R, Eskandar E, Hochberg LR, Cash SS, Truccolo W.

PLoS One. 2019 Jul 22;14(7):e0211847. doi: 10.1371/journal.pone.0211847. eCollection 2019.

10.

Early Detection of Human Epileptic Seizures Based on Intracortical Microelectrode Array Signals.

Park YS, Cosgrove R, Madsen JR, Eskandar EN, Hochberg LR, Cash SS, Truccolo W.

IEEE Trans Biomed Eng. 2019 Jun 6. doi: 10.1109/TBME.2019.2921448. [Epub ahead of print]

PMID:
31180831
11.

Decoding hindlimb kinematics from primate motor cortex using long short-term memory recurrent neural networks.

Wang Y, Truccolo W, Borton DA.

Conf Proc IEEE Eng Med Biol Soc. 2018 Jul;2018:1944-1947. doi: 10.1109/EMBC.2018.8512609.

PMID:
30440779
12.

FPGA implementation of deep-learning recurrent neural networks with sub-millisecond real-time latency for BCI-decoding of large-scale neural sensors (104 nodes).

Heelan C, Nurmikko AV, Truccolo W.

Conf Proc IEEE Eng Med Biol Soc. 2018 Jul;2018:1070-1073. doi: 10.1109/EMBC.2018.8512415.

PMID:
30440576
13.

Investigating large-scale brain dynamics using field potential recordings: analysis and interpretation.

Pesaran B, Vinck M, Einevoll GT, Sirota A, Fries P, Siegel M, Truccolo W, Schroeder CE, Srinivasan R.

Nat Neurosci. 2018 Jul;21(7):903-919. doi: 10.1038/s41593-018-0171-8. Epub 2018 Jun 25. Review.

PMID:
29942039
14.

Predicting the spatiotemporal diversity of seizure propagation and termination in human focal epilepsy.

Proix T, Jirsa VK, Bartolomei F, Guye M, Truccolo W.

Nat Commun. 2018 Mar 14;9(1):1088. doi: 10.1038/s41467-018-02973-y.

15.

Phase reorganization leads to transient β-LFP spatial wave patterns in motor cortex during steady-state movement preparation.

Rule ME, Vargas-Irwin C, Donoghue JP, Truccolo W.

J Neurophysiol. 2018 Jun 1;119(6):2212-2228. doi: 10.1152/jn.00525.2017. Epub 2018 Feb 14.

16.

Human seizures couple across spatial scales through travelling wave dynamics.

Martinet LE, Fiddyment G, Madsen JR, Eskandar EN, Truccolo W, Eden UT, Cash SS, Kramer MA.

Nat Commun. 2017 Apr 4;8:14896. doi: 10.1038/ncomms14896.

17.

From point process observations to collective neural dynamics: Nonlinear Hawkes process GLMs, low-dimensional dynamics and coarse graining.

Truccolo W.

J Physiol Paris. 2016 Nov;110(4 Pt A):336-347. doi: 10.1016/j.jphysparis.2017.02.004. Epub 2017 May 25. Review.

18.

Predicting seizures from local field potentials recorded via intracortical microelectrode arrays.

Aghagolzadeh M, Hochberg LR, Cash SS, Truccolo W.

Conf Proc IEEE Eng Med Biol Soc. 2016 Aug;2016:6353-6356. doi: 10.1109/EMBC.2016.7592181.

19.

A modular, closed-loop platform for intracranial stimulation in people with neurological disorders.

Sarma AA, Crocker B, Cash SS, Truccolo W.

Conf Proc IEEE Eng Med Biol Soc. 2016 Aug;2016:3139-3142. doi: 10.1109/EMBC.2016.7591394.

20.

On the stability and dynamics of stochastic spiking neuron models: Nonlinear Hawkes process and point process GLMs.

Gerhard F, Deger M, Truccolo W.

PLoS Comput Biol. 2017 Feb 24;13(2):e1005390. doi: 10.1371/journal.pcbi.1005390. eCollection 2017 Feb.

21.

Optogenetic Stimulation Shifts the Excitability of Cerebral Cortex from Type I to Type II: Oscillation Onset and Wave Propagation.

Heitmann S, Rule M, Truccolo W, Ermentrout B.

PLoS Comput Biol. 2017 Jan 24;13(1):e1005349. doi: 10.1371/journal.pcbi.1005349. eCollection 2017 Jan.

22.

Dissociation between sustained single-neuron spiking and transient β-LFP oscillations in primate motor cortex.

Rule ME, Vargas-Irwin CE, Donoghue JP, Truccolo W.

J Neurophysiol. 2017 Apr 1;117(4):1524-1543. doi: 10.1152/jn.00651.2016. Epub 2017 Jan 18.

23.

Interaction between synaptic inhibition and glial-potassium dynamics leads to diverse seizure transition modes in biophysical models of human focal seizures.

Y Ho EC, Truccolo W.

J Comput Neurosci. 2016 Oct;41(2):225-44. doi: 10.1007/s10827-016-0615-7. Epub 2016 Aug 3.

24.

Inference and Decoding of Motor Cortex Low-Dimensional Dynamics via Latent State-Space Models.

Aghagolzadeh M, Truccolo W.

IEEE Trans Neural Syst Rehabil Eng. 2016 Feb;24(2):272-82. doi: 10.1109/TNSRE.2015.2470527. Epub 2015 Aug 28.

25.

Microscale spatiotemporal dynamics during neocortical propagation of human focal seizures.

Wagner FB, Eskandar EN, Cosgrove GR, Madsen JR, Blum AS, Potter NS, Hochberg LR, Cash SS, Truccolo W.

Neuroimage. 2015 Nov 15;122:114-30. doi: 10.1016/j.neuroimage.2015.08.019. Epub 2015 Aug 14.

26.

Contribution of LFP dynamics to single-neuron spiking variability in motor cortex during movement execution.

Rule ME, Vargas-Irwin C, Donoghue JP, Truccolo W.

Front Syst Neurosci. 2015 Jun 22;9:89. doi: 10.3389/fnsys.2015.00089. eCollection 2015.

27.

Local field potentials in primate motor cortex encode grasp kinetic parameters.

Milekovic T, Truccolo W, Grün S, Riehle A, Brochier T.

Neuroimage. 2015 Jul 1;114:338-55. doi: 10.1016/j.neuroimage.2015.04.008. Epub 2015 Apr 11.

28.

Optogenetically induced spatiotemporal gamma oscillations and neuronal spiking activity in primate motor cortex.

Lu Y, Truccolo W, Wagner FB, Vargas-Irwin CE, Ozden I, Zimmermann JB, May T, Agha NS, Wang J, Nurmikko AV.

J Neurophysiol. 2015 Jun 1;113(10):3574-87. doi: 10.1152/jn.00792.2014. Epub 2015 Mar 11.

29.

Early detection of human focal seizures based on cortical multiunit activity.

Park YS, Hochberg LR, Eskandar EN, Cash SS, Truccolo W.

Conf Proc IEEE Eng Med Biol Soc. 2014;2014:5796-9. doi: 10.1109/EMBC.2014.6944945.

30.

Latent state-space models for neural decoding.

Aghagolzadeh M, Truccolo W.

Conf Proc IEEE Eng Med Biol Soc. 2014;2014:3033-6. doi: 10.1109/EMBC.2014.6944262.

31.

Spatiotemporal dynamics of optogenetically induced and spontaneous seizure transitions in primary generalized epilepsy.

Wagner FB, Truccolo W, Wang J, Nurmikko AV.

J Neurophysiol. 2015 Apr 1;113(7):2321-41. doi: 10.1152/jn.01040.2014. Epub 2014 Dec 30.

32.

Spatiotemporal conditional inference and hypothesis tests for neural ensemble spiking precision.

Harrison MT, Amarasingham A, Truccolo W.

Neural Comput. 2015 Jan;27(1):104-50. doi: 10.1162/NECO_a_00681.

33.

Population interactions between parietal and primary motor cortices during reach.

Menzer DL, Rao NG, Bondy A, Truccolo W, Donoghue JP.

J Neurophysiol. 2014 Dec 1;112(11):2959-84. doi: 10.1152/jn.00851.2012. Epub 2014 Sep 10.

34.

Neuronal ensemble synchrony during human focal seizures.

Truccolo W, Ahmed OJ, Harrison MT, Eskandar EN, Cosgrove GR, Madsen JR, Blum AS, Potter NS, Hochberg LR, Cash SS.

J Neurosci. 2014 Jul 23;34(30):9927-44. doi: 10.1523/JNEUROSCI.4567-13.2014.

35.

Adaptive Parametric Spectral Estimation with Kalman Smoothing for Online Early Seizure Detection.

Park YS, Hochberg LR, Eskandar EN, Cash SS, Truccolo W.

Int IEEE EMBS Conf Neural Eng. 2013:1410-1413.

36.

Early Detection of Human Epileptic Seizures Based on Intracortical Local Field Potentials.

Park YS, Hochberg LR, Eskandar EN, Cash SS, Truccolo W.

Int IEEE EMBS Conf Neural Eng. 2013:323-326.

37.

Human seizures self-terminate across spatial scales via a critical transition.

Kramer MA, Truccolo W, Eden UT, Lepage KQ, Hochberg LR, Eskandar EN, Madsen JR, Lee JW, Maheshwari A, Halgren E, Chu CJ, Cash SS.

Proc Natl Acad Sci U S A. 2012 Dec 18;109(51):21116-21. doi: 10.1073/pnas.1210047110. Epub 2012 Dec 4.

38.

Decoding 3D reach and grasp from hybrid signals in motor and premotor cortices: spikes, multiunit activity, and local field potentials.

Bansal AK, Truccolo W, Vargas-Irwin CE, Donoghue JP.

J Neurophysiol. 2012 Mar;107(5):1337-55. doi: 10.1152/jn.00781.2011. Epub 2011 Dec 7.

39.

Single-neuron dynamics in human focal epilepsy.

Truccolo W, Donoghue JA, Hochberg LR, Eskandar EN, Madsen JR, Anderson WS, Brown EN, Halgren E, Cash SS.

Nat Neurosci. 2011 May;14(5):635-41. doi: 10.1038/nn.2782. Epub 2011 Mar 27.

40.

Relationships among low-frequency local field potentials, spiking activity, and three-dimensional reach and grasp kinematics in primary motor and ventral premotor cortices.

Bansal AK, Vargas-Irwin CE, Truccolo W, Donoghue JP.

J Neurophysiol. 2011 Apr;105(4):1603-19. doi: 10.1152/jn.00532.2010. Epub 2011 Jan 27. Erratum in: J Neurophysiol. 2011 Sep;106(3):1599.

41.

Reconstructing grasping motions from high-frequency local field potentials in primary motor cortex.

Zhuang J, Truccolo W, Vargas-Irwin C, Donoghue JP.

Conf Proc IEEE Eng Med Biol Soc. 2010;2010:4347-50. doi: 10.1109/IEMBS.2010.5626228.

42.

Efficient decoding with steady-state Kalman filter in neural interface systems.

Malik WQ, Truccolo W, Brown EN, Hochberg LR.

IEEE Trans Neural Syst Rehabil Eng. 2011 Feb;19(1):25-34. doi: 10.1109/TNSRE.2010.2092443. Epub 2010 Nov 15.

43.

Heterogeneous neuronal firing patterns during interictal epileptiform discharges in the human cortex.

Keller CJ, Truccolo W, Gale JT, Eskandar E, Thesen T, Carlson C, Devinsky O, Kuzniecky R, Doyle WK, Madsen JR, Schomer DL, Mehta AD, Brown EN, Hochberg LR, Ulbert I, Halgren E, Cash SS.

Brain. 2010 Jun;133(Pt 6):1668-81. doi: 10.1093/brain/awq112.

44.

Decoding 3-D reach and grasp kinematics from high-frequency local field potentials in primate primary motor cortex.

Zhuang J, Truccolo W, Vargas-Irwin C, Donoghue JP.

IEEE Trans Biomed Eng. 2010 Jul;57(7):1774-84. doi: 10.1109/TBME.2010.2047015. Epub 2010 Apr 15.

45.

Collective dynamics in human and monkey sensorimotor cortex: predicting single neuron spikes.

Truccolo W, Hochberg LR, Donoghue JP.

Nat Neurosci. 2010 Jan;13(1):105-11. doi: 10.1038/nn.2455. Epub 2009 Dec 6.

46.

Primary motor cortex tuning to intended movement kinematics in humans with tetraplegia.

Truccolo W, Friehs GM, Donoghue JP, Hochberg LR.

J Neurosci. 2008 Jan 30;28(5):1163-78. doi: 10.1523/JNEUROSCI.4415-07.2008.

47.

Nonparametric modeling of neural point processes via stochastic gradient boosting regression.

Truccolo W, Donoghue JP.

Neural Comput. 2007 Mar;19(3):672-705.

PMID:
17298229
48.

Reconstruction of hand movement trajectories from a dynamic ensemble of spiking motor cortical neurons.

Eden U, Truccolo W, Fellows M, Donoghue J, Brown E.

Conf Proc IEEE Eng Med Biol Soc. 2004;6:4017-20.

PMID:
17271180
49.
50.

Differentially variable component analysis: Identifying multiple evoked components using trial-to-trial variability.

Knuth KH, Shah AS, Truccolo WA, Ding M, Bressler SL, Schroeder CE.

J Neurophysiol. 2006 May;95(5):3257-76. Epub 2006 Feb 8.

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