Dr Nelson Jesus Trujillo Barreto

Trujillo-Barreto, N.J., Daunizeau, J., Laufs, H., Friston, K.J. (2023) 'EEG–fMRI Information Fusion: Biophysics and Data Analysis.' EEG-fMRI: Physiological Basis, Technique, and Applications, Second Edition. pp. 695-726.

Trujillo-Barreto, N.J. (2015) 'Bayesian Model Inference.' Brain Mapping: An Encyclopedic Reference. pp. 535-539.

Valdes-Sosa, M., Iglesias, J., Torres, R., Trujillo-Barreto, N. (2013) 'Switching Attention between the Local and Global Levels in Visual Objects.' Cognitive Electrophysiology of Attention: Signals of the Mind. pp. 165-177.

Penny, W.D., Mattout, J., Trujillo-Barreto, N. (2007) 'Bayesian model selection and averaging.' Statistical Parametric Mapping: The Analysis of Functional Brain Images. pp. 454-467.

Penny, W., Trujillo-Barreto, N., Aubert, E. (2007) 'Spatio-temporal models for EEG.' Statistical Parametric Mapping: The Analysis of Functional Brain Images. pp. 323-336.

Penny, W., Flandin, G., Trujillo-Barreto, N. (2007) 'Spatio-temporal models for fMRI.' Statistical Parametric Mapping: The Analysis of Functional Brain Images. pp. 313-322.

Friston, K., Mattout, J., Trujillo-Barreto, N., Ashburner, J., Penny, W. (2007) 'Variational Bayes under the Laplace approximation.' Statistical Parametric Mapping. Elsevier, pp. 606-618.

Delgado-Sanchez, A., Charalambous, C., Trujillo-Barreto, N.J., Safi, H., Jones, A., Sivan, M., Talmi, D., Brown, C. (2024) 'Test–retest reliability of Bayesian estimations of the effects of stimulation, prior information and individual traits on pain perception.' European Journal of Pain (United Kingdom), 28(3) pp. 434-453.

Litwińczuk, M.C., Muhlert, N., Trujillo-Barreto, N., Woollams, A. (2024) 'Impact of brain parcellation on prediction performance in models of cognition and demographics.' Human Brain Mapping, 45(2)

Honcamp, H., Duggirala, S.X., Rodiño Climent, J., Astudillo, A., Trujillo-Barreto, N.J., Schwartze, M., Linden, D.E.J., van Amelsvoort, T.A.M.J., El-Deredy, W., Kotz, S.A. (2024) 'EEG resting state alpha dynamics predict an individual’s vulnerability to auditory hallucinations.' Cognitive Neurodynamics,

Trujillo-Barreto, N.J., Galvez, D.A., Astudillo, A., El-Deredy, W. (2024) 'Explicit Modeling of Brain State Duration Using Hidden Semi Markov Models in EEG Data.' IEEE Access, 12pp. 12335-12355.

Litwińczuk, M.C., Trujillo-Barreto, N., Muhlert, N., Cloutman, L., Woollams, A. (2023) 'Relating Cognition to both Brain Structure and Function: A Systematic Review of Methods.' Brain Connectivity, 13(3) pp. 120-132.

Lea-Carnall, C.A., El-Deredy, W., Stagg, C.J., Williams, S.R., Trujillo-Barreto, N.J. (2023) 'A mean-field model of glutamate and GABA synaptic dynamics for functional MRS.' NeuroImage, 266

Litwińczuk, M.C., Muhlert, N., Trujillo-Barreto, N., Woollams, A. (2023) 'Using graph theory as a common language to combine neural structure and function in models of healthy cognitive performance.' Human Brain Mapping,

Larzabal, H.H., Araya, D., Rodriguez, L.L.G., Roman, C., Trujillo-Barreto, N., Guevara, P., El-Deredy, W. (2023) 'Efficient Estimation of Time-Dependent Brain Functional Connectivity Using Anatomical Connectivity Constraints.' IEEE Access, 11pp. 50215-50234.

Litwińczuk, M.C., Muhlert, N., Cloutman, L., Trujillo-Barreto, N., Woollams, A. (2022) 'Combination of structural and functional connectivity explains unique variation in specific domains of cognitive function.' NeuroImage, 262

Silva-Passadouro, B., Delgado-Sanchez, A., Henshaw, J., Lopez-Diaz, K., Trujillo-Barreto, N.J., Jones, A.K.P., Sivan, M. (2022) 'Frontal alpha asymmetry: A potential biomarker of approach-withdrawal motivation towards pain.' Frontiers in Pain Research, 3

Patel, K., Henshaw, J., Sutherland, H., Taylor, J.R., Casson, A.J., Lopez-Diaz, K., Brown, C.A., Jones, A.K.P., Sivan, M., Trujillo-Barreto, N.J. (2021) 'Using EEG Alpha States to Understand Learning During Alpha Neurofeedback Training for Chronic Pain.' Frontiers in Neuroscience, 14

Lopez-Diaz, K., Henshaw, J., Casson, A.J., Brown, C.A., Taylor, J.R., Trujillo-Barreto, N.J., Arendsen, L.J., Jones, A.K.P., Sivan, M. (2021) 'Alpha entrainment drives pain relief using visual stimulation in a sample of chronic pain patients: A proof-of-concept controlled study.' NeuroReport, pp. 394-398.

Lea-Carnall, C.A., Williams, S.R., Sanaei-Nezhad, F., Trujillo-Barreto, N.J., Montemurro, M.A., El-Deredy, W., Parkes, L.M. (2020) 'GABA Modulates Frequency-Dependent Plasticity in Humans.' iScience, 23(11)

Bajada, C.J., Costa Campos, L.Q., Caspers, S., Muscat, R., Parker, G.J.M., Lambon Ralph, M.A., Cloutman, L.L., Trujillo-Barreto, N.J. (2020) 'A tutorial and tool for exploring feature similarity gradients with MRI data.' NeuroImage, 221

Patel, K., Sutherland, H., Henshaw, J., Taylor, J.R., Brown, C.A., Casson, A.J., Trujillo-Barreton, N.J., Jones, A.K.P., Sivan, M. (2020) 'Effects of neurofeedback in the management of chronic pain: A systematic review and meta-analysis of clinical trials.' European Journal of Pain (United Kingdom), 24(8) pp. 1440-1457.

Arendsen, L.J., Henshaw, J., Brown, C.A., Sivan, M., Taylor, J.R., Trujillo-Barreto, N.J., Casson, A.J., Jones, A.K.P. (2020) 'Entraining Alpha Activity Using Visual Stimulation in Patients With Chronic Musculoskeletal Pain: A Feasibility Study.' Frontiers in Neuroscience, 14

Bajada, C.J., Trujillo-Barreto, N.J., Parker, G.J.M., Cloutman, L.L., Lambon Ralph, M.A. (2019) 'A structural connectivity convergence zone in the ventral and anterior temporal lobes: Data-driven evidence from structural imaging.' Cortex, 120pp. 298-307.

Lea-Carnall, C.A., Trujillo-Barreto, N.J., Montemurro, M.A., El-Deredy, W., Parkes, L.M. (2017) 'Evidence for frequency-dependent cortical plasticity in the human brain.' Proceedings of the National Academy of Sciences of the United States of America, 114(33) pp. 8871-8876.

Mason, L., Trujillo-Barreto, N.J., Bentall, R.P., El-Deredy, W. (2016) 'Attentional bias predicts increased reward salience and risk taking in bipolar disorder.' Biological Psychiatry, 79(4) pp. 311-319.

Lea-Carnall, C.A., Montemurro, M.A., Trujillo-Barreto, N.J., Parkes, L.M., El-Deredy, W. (2016) 'Cortical Resonance Frequencies Emerge from Network Size and Connectivity.' PLoS Computational Biology, 12(2)

Olivares, E.I., Iglesias, J., Saavedra, C., Trujillo-Barreto, N.J., Valdés-Sosa, M. (2015) 'Brain Signals of Face Processing as Revealed by Event-Related Potentials.' Behavioural Neurology, 2015

Brinthaupt, T.M., Benson, S.A., Kang, M., Moore, Z.D. (2015) 'Assessing the accuracy of self-reported self-talk..' Frontiers in psychology, 6

Weise, A., Grimm, S., Trujillo-Barreto, N.J., Schröger, E. (2014) 'Timing matters: The processing of pitch relations.' Frontiers in Human Neuroscience, 8(JUNE)

Moutoussis, M., Trujillo-Barreto, N.J., El-Deredy, W., Dolan, R.J., Friston, K.J. (2014) 'A formal model of interpersonal inference.' Frontiers in Human Neuroscience, 8(MAR)

Köster, M., Friese, U., Schöne, B., Trujillo-Barreto, N., Gruber, T. (2014) 'Theta-gamma coupling during episodic retrieval in the human EEG.' Brain Research, 1577pp. 57-68.

Iglesias-Fuster, J., Santos-Rodríguez, Y., Trujillo-Barreto, N., Valdés-Sosa, M.J. (2014) 'Asynchronous presentation of global and local information reveals effects of attention on brain electrical activity specific to each level.' Frontiers in Psychology, 5(OCT)

Tavano, A., Widmann, A., Bendixen, A., Trujillo-Barreto, N., Schröger, E. (2014) 'Temporal regularity facilitates higher-order sensory predictions in fast auditory sequences.' European Journal of Neuroscience, 39(2) pp. 308-318.

Saupe, K., Widmann, A., Trujillo-Barreto, N.J., Schröger, E. (2013) 'Sensorial suppression of self-generated sounds and its dependence on attention.' International Journal of Psychophysiology, 90(3) pp. 300-310.

Olier, I., Trujillo-Barreto, N.J., El-Deredy, W. (2013) 'A switching multi-scale dynamical network model of EEG/MEG.' NeuroImage, 83pp. 262-287.

Olivares, E.I., Saavedra, C., Trujillo-Barreto, N.J., Iglesias, J. (2013) 'Long-term information and distributed neural activation arerelevant for the "internal features advantage" in face processing: Electrophysiological and source reconstruction evidence.' Cortex, 49(10) pp. 2735-2747.

Huneke, N.T.M., Brown, C.A., Burford, E., Watson, A., Trujillo-Barreto, N.J., El-Deredy, W., Jones, A.K.P. (2013) 'Experimental Placebo Analgesia Changes Resting-State Alpha Oscillations.' PLoS ONE, 8(10)

Hassler, U., Friese, U., Martens, U., Trujillo-Barreto, N., Gruber, T. (2013) 'Repetition priming effects dissociate between miniature eye movements and induced gamma-band responses in the human electroencephalogram.' European Journal of Neuroscience, 38(3) pp. 2425-2433.

SanMiguel, I., Widmann, A., Bendixen, A., Trujillo-Barreto, N., Schröger, E. (2013) 'Hearing silences: Human auditory processing relies on preactivation of sound-specific brain activity patterns.' Journal of Neuroscience, 33(20) pp. 8633-8639.

Friese, U., Köster, M., Hassler, U., Martens, U., Trujillo-Barreto, N., Gruber, T. (2013) 'Successful memory encoding is associated with increased cross-frequency coupling between frontal theta and posterior gamma oscillations in human scalp-recorded EEG.' NeuroImage, 66pp. 642-647.

Müller, D., Roeber, U., Winkler, I., Trujillo-Barreto, N., Czigler, I., Schröger, E. (2012) 'Impact of lower-vs. upper-hemifield presentation on automatic colour-deviance detection: A visual mismatch negativity study.' Brain Research, 1472pp. 89-98.

Scharinger, M., Bendixen, A., Trujillo-Barreto, N.J., Obleser, J. (2012) 'A sparse neural code for some speech sounds but not for others.' PLoS ONE, 7(7)

Martens, U., Trujillo-Barreto, N., Gruber, T. (2011) 'Perceiving the tree in the woods: Segregating brain responses to stimuli constituting natural scenes.' Journal of Neuroscience, 31(48) pp. 17713-17718.

Hassler, U., Trujillo Barreto, N., Gruber, T. (2011) 'Induced gamma band responses in human EEG after the control of miniature saccadic artifacts.' NeuroImage, 57(4) pp. 1411-1421.

Kaspar, K., Hassler, U., Martens, U., Trujillo-Barreto, N., Gruber, T. (2010) 'Steady-state visually evoked potential correlates of object recognition.' Brain Research, 1343pp. 112-121.

Carbonell, F., Worsley, K.J., Trujillo-Barreto, N.J., Sotero, R.C. (2009) 'Random fields - Union intersection tests for detecting functional connectivity in EEG/MEG imaging.' Human Brain Mapping, 30(8) pp. 2477-2486.

Carbonell, F., Worsley, K.J., Trujillo-Barreto, N.J., Vega-Hernandez, M. (2009) 'The geometry of time-varying cross-correlation random fields.' Computational Statistics and Data Analysis, 53(9) pp. 3291-3304.

Carbonell, F., Worsley, K.J., Trujillo-Barreto, N.J. (2009) 'On the Fisher's Z transformation of correlation random fields.' Statistics and Probability Letters, 79(6) pp. 780-788.

González-Hernández, J.A., Pita-Alcorta, C., Castañeda, H., Trujillo-Barreto, N., Scherbaum, W.A. (2009) 'BET differences among simultaneous evoked frequency band responses during early-stage visual processing distinguish schizophrenia from healthy subjects.' Neuroscience Letters, 450(1) pp. 7-11.

Sotero, R.C., Trujillo-Barreto, N.J., Jiménez, J.C., Carbonell, F., Rodríguez-Rojas, R. (2009) 'Identification and comparison of stochastic metabolic/hemodynamic models (sMHM) for the generation of the BOLD signal.' Journal of Computational Neuroscience, 26(2) pp. 251-269.

Veser, S., O'Shea, R.P., Schröger, E., Trujillo-Barreto, N.J., Roeber, U. (2008) 'Early correlates of visual awareness following orientation and colour rivalry.' Vision Research, 48(22) pp. 2359-2369.

Bendixen, A., Prinz, W., Horváth, J., Trujillo-Barreto, N.J., Schröger, E. (2008) 'Rapid extraction of auditory feature contingencies.' NeuroImage, 41(3) pp. 1111-1119.

Friston, K.J., Trujillo-Barreto, N., Daunizeau, J. (2008) 'DEM: A variational treatment of dynamic systems.' NeuroImage, 41(3) pp. 849-885.

Roeber, U., Widmann, A., Trujillo-Barreto, N.J., Herrmann, C.S., O'Shea, R.P., Schröger, E. (2008) 'Early correlates of visual awareness in the human brain: Time and place from event-related brain potentials.' Journal of Vision, 8(3)

Gruber, T., Maess, B., Trujillo-Barreto, N.J., Müller, M.M. (2008) 'Sources of synchronized induced Gamma-Band responses during a simple object recognition task: A replication study in human MEG.' Brain Research, 1196pp. 74-84.

Friston, K., Harrison, L., Daunizeau, J., Kiebel, S., Phillips, C., Trujillo-Barreto, N., Henson, R., Flandin, G., Mattout, J. (2008) 'Multiple sparse priors for the M/EEG inverse problem.' NeuroImage, 39(3) pp. 1104-1120.

Trujillo-Barreto, N.J., Aubert-Vázquez, E., Penny, W.D. (2008) 'Bayesian M/EEG source reconstruction with spatio-temporal priors.' NeuroImage, 39(1) pp. 318-335.

Sotero, R.C., Trujillo-Barreto, N.J. (2008) 'Biophysical model for integrating neuronal activity, EEG, fMRI and metabolism.' NeuroImage, 39(1) pp. 290-309.

Harrison, L.M., Penny, W., Ashburner, J., Trujillo-Barreto, N., Friston, K.J. (2007) 'Diffusion-based spatial priors for imaging.' NeuroImage, 38(4) pp. 677-695.

Schröger, E., Bendixen, A., Trujillo-Barreto, N.J., Roeber, U. (2007) 'Processing of abstract rule violations in audition.' PLoS ONE, 2(11)

Supp, G.G., Schlögl, A., Trujillo-Barreto, N., Müller, M.M., Gruber, T. (2007) 'Directed cortical information flow during human object recognition: Analyzing induced EEG gamma-band responses in brain's source space.' PLoS ONE, 2(8)

Penny, W., Flandin, G., Trujillo-Barreto, N. (2007) 'Bayesian comparison of spatially regularised general linear models.' Human Brain Mapping, 28(4) pp. 275-293.

Giabbiconi, C.M., Trujillo-Barreto, N.J., Gruber, T., Müller, M.M. (2007) 'Sustained spatial attention to vibration is mediated in primary somatosensory cortex.' NeuroImage, 35(1) pp. 255-262.

Sotero, R.C., Trujillo-Barreto, N.J. (2007) 'Modelling the role of excitatory and inhibitory neuronal activity in the generation of the BOLD signal.' NeuroImage, 35(1) pp. 149-165.

Sotero, R.C., Trujillo-Barreto, N.J., Iturria-Medina, Y., Carbonell, F., Jimenez, J.C. (2007) 'Realistically coupled neural mass models can generate EEG rhythms.' Neural Computation, 19(2) pp. 478-512.

Friston, K., Mattout, J., Trujillo-Barreto, N., Ashburner, J., Penny, W. (2007) 'Variational free energy and the Laplace approximation.' NeuroImage, 34(1) pp. 220-234.

Gruber, T., Giabbiconi, C.M., Trujillo-Barreto, N.J., Müller, M.M. (2006) 'Repetition suppression of induced gamma band responses is eliminated by task switching.' European Journal of Neuroscience, 24(9) pp. 2654-2660.

Grimm, S., Roeber, U., Trujillo-Barreto, N.J., Schröger, E. (2006) 'Mechanisms for detecting auditory temporal and spectral deviations operate over similar time windows but are divided differently between the two hemispheres..' NeuroImage, 32(1) pp. 275-282.

Gruber, T., Trujillo-Barreto, N.J., Giabbiconi, C.M., Valdés-Sosa, P.A., Müller, M.M. (2006) 'Brain electrical tomography (BET) analysis of induced gamma band responses during a simple object recognition task.' NeuroImage, 29(3) pp. 888-900.

Penny, W.D., Trujillo-Barreto, N.J., Friston, K.J. (2005) 'Bayesian fMRI time series analysis with spatial priors.' NeuroImage, 24(2) pp. 350-362.

Trujillo-Barreto, N.J., Aubert-Vázquez, E., Valdés-Sosa, P.A. (2004) 'Bayesian model averaging in EEG/MEG imaging.' NeuroImage, 21(4) pp. 1300-1319.

Alonso-Prieto, E., Palmero-Soler, E., Cuspineda-Bravo, E., Cordero-Eiriz, A., Trujillo-Barreto, N., Trujillo-Matienzo, C., Fernández-Concepción, O., Jiménez-Conde, A. (2004) 'Cognitive diagnosis of cerebrovascular disease by event-related potentials: Anatomical sources that generate P300.' Revista de Neurologia, 38(3) pp. 229-233.

Bosch-Bayard, J., Valdés-Sosa, P., Virues-Alba, T., Aubert-Vázquez, E., John, E.R., Harmony, T., Riera-Díaz, J., Trujillo-Barreto, N. (2001) '3D Statistical Parametric Mapping of EEG Source Spectra by Means of Variable Resolution Electromagnetic Tomography (VARETA).' Clinical EEG and Neuroscience, 32(2) pp. 47-61.

Borrego, M., Trujillo-Barreto, N., Rodríguez-Puentes, Y., Bosch-Bayard, J., Martínez-Montes, E., Melie-García, L., Aubert, E., Valdés-Sosa, P. (2013) '"Neuronic localizador de fuentes": Sistema para el cálculo de la tomografía eléctrica/magnética cerebral.' 33 IFMBE. pp. 1110-1113.

El-Deredy, W., Olier, I., Trujillo-Barreto, N. (2012) 'A Bayesian model of EEG/MEG source dynamics and effective connectivity.' In 16th World Congress of Psychophysiology of the International Organization of Psychophysiology (IOP). 85. Pisa, ITALY, 13/9/2012 - 17/9/2012. ELSEVIER SCIENCE BV, pp. 346-346.