Publications
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RESEARCH PAPERS
Pre-prints
- E.G. Rowe, Garrido, M.I., N. Tsuchiya. Do neural input patterns to the front of the brain contain information about the contents of consciousness? Registered Report (Stage 1, in revision)
- I. Dzafic, C.D. Harris, L. Webber, Garrido, M.I.. Greater belief instability but lower volatility attuning in psychosis. Invited submission for Neuroimage special issue)
- E. Rowe. Y. Zhang, Garrido, M.I. Evidence for adaptive myelination of subcortical shortcuts for visual motion perception in healthy adults. https://www.biorxiv.org/content/10.1101/2023.01.11.523655v1
- A. Renton, ….Garrido, M.I., ….S. Bollmann. Neurodesk: An accessible, flexible, and portable data analysis environment for reproducible neuroimaging. https://www.biorxiv.org/content/10.1101/2022.12.23.521691v1
- Isabella Goodwin, Joshua Kugel, Robert Hester, M.I. Garrido. Bayesian Accounts of Perceptual Decisions in the Nonclinical continuum of psychosis: Greater imprecision in both bottom-up and top-down processes. https://www.biorxiv.org/content/10.1101/2022.10.24.513606v1 Accepted/Published:
- E.G. Rowe*, C.D. Harris*, I. Dzafic, Garrido, M.I.. Anxiety attenuates the behavioural and neuronal learning advantages conferred by statistical stability. Human Brain Mapping (in press) 2022
Published
- R. Randeniya, I. Vilares. J.B. Mattingley. Garrido, M.I.. Increased functional activity, reduced adaptation and stronger top-down effective connectivity during visual learning in autism. Neuroimage: Clinical (accepted 13/12/22.
- A. Putica, K.L. Felmingham, Garrido, M.I., M.L. O’Donnell, N.T. Van Dam. A Predictive Coding Account of Value-Based Learning in PTSD: Implications for Precision Treatments. Neuroscience and Biobehavioral Reviews.
- R. Randeniya, J.B. Mattingley. Garrido, M.I.. Increased context adjustment is associated with auditory sensitivities but not with autistic traits. Autism Research
- S. Kalhan, J. McFadyen, N. Tsuchiya, Garrido, M.I.. Neural and computational processes of accelerated perceptual awareness and decisions: A 7T fMRI Study. Human Brain Mapping.
- J. McFadyen, C. Smout, N. Tsuchiya, J.B. Mattingley, Garrido, M.I.. Surprising threats accelerate conscious perception. Frontiers in Behavioural Neuroscience, Emotion Regulation and Processing.
- S.C.H. Lin, Garrido, M.I.. Towards a cross-level understanding of Bayesian inference in the brain. Neuroscience and Biobehavioral Reviews.
- R. Auksztulewicz, Garrido, M.I., M.S. Malmierca, A. Tavano, J. Todd, I. Winkler (2022) Editorial: Sensing the world through predictions and errors. Frontiers in Human Neuroscience, Cognitive Neuroscience.
- S. Kalhan, E. Chen, Garrido, M.I.*, R. Hester* (2022) People with tobacco use disorder exhibit more prefrontal activity during preparatory control but reduced anterior cingulate activity during reactive control. Addiction Biology 27:e13159. 2021
- R. Randeniya, I. Vilares. J.B. Mattingley. Garrido, M.I.. (2021) Reduced context updating but intact priors in autism. Computational Psychiatry 5(1), pp. 140–158.
- M.S. Boord, D.D. Davis, P.J. Psaltis, S. Coussens, D. Feuerrieguel, Garrido, M.I., A. Bourke, H.A.D. Keage (2021) The DelIrium VULnerability in Geriatrics (DIVULGUE) Study: Protocol for a prospective observational study of electroencephalogram associations with incident delirium. BMJ Neurol Open 3(2):e000199.
- A. Lacroix, L. Nalborczyk, F. Dutheil, Klara Kovarski, S. Chokron, Garrido, M.I., M. Gomot, M. Mermillod (2021) High spatial frequency information in primes hastens happy faces categorization in autistic adults. Brain and Cognition 155:105811.
- Garrido, M.I., L.Y. Deouell (2021) Unilateral Neglect within the predictive processing framework. Brain Communications (commentary) 3(3)fcab193
- J.A. Taylor, K.M. Larsen, I. Dzafic, Garrido, M.I.. (2021) Predicting sub-clinical psychotic-like experiences on a continuum using machine learning. Neuroimage 241:118329.
- Kalhan S., Redish, D., Hester R., Garrido. M.I. (2021) A Salience Misattribution Model for Addictive-Like Behaviours. Neuroscience and Behavioral Reviews 125:466-477.
- Dzafic I., Larsen M., Carter O., Sundram S., Garrido M.I. (2021) Stronger top-down and weaker bottomup frontotemporal connections during sensory learning are associated with severity of psychotic phenomena. Schizophrenia Bulletin 47:1039-1047.
- M.J. Dietz, J.F. Nielsen, A. Roepstorff, Garrido, M.I.. (2021). Reduced effective connectivity between right parietal and inferior frontal cortex during audiospatial perception in neglect patients with a right-hemisphere lesion. Hearing Research 399:108052.
- P.A. Pincheira, E. Martinez-Valdes, R. Martinez-Valdes, R. Guzman-Venegas, D. Falla, Garrido, M.I., A.G. Cresswell, G.A. Lichtwark. (2021) Regional changes in muscle activity do not underlie the repeated bout effect in the human gastrocnemius muscle. Scandinavian Journa of Medicine & Science in Sports 31:799- 812. 2020
- E.G. Rowe, N. Tsuchiya*, Garrido, M.I. * (2020). Detecting (un)seen change: The neural underpinnings of (un)conscious prediction errors. Frontiers in Systems Neuroscience 14:541670.
- F. Dark, E. Newman, V. Gore-Jones, V. de Monte, M.I Garrido, I. Dzafic (2020). Randomised controlled trial of Compensatory Cognitive Training and a Computerised Cognitive Remediation programme. Trials 21:810.
- A. Taylor, K.M. Larsen, Garrido, M.I. (2020). Multidimension predictions of psychotic symptoms via machine learning. Human Brain Mapping 41:5151-5163.
- I. Dzafic, R. Randeniya, C.D. Harris, M. Bammel, Garrido, M.I. (2020). Statistical learning and inference is impaired in the non-clinical continuum of psychosis. The Journal of Neuroscience 40:6759-6769.
- C. Pernet, Garrido, M.I., …, A. Puce (2020) Issues and recommendations from the OHBM COBIDAS MEEG committee for reproducible EEG and MEG research. Nature Neuroscience 23: 1473-1483 (see also Best Practices in Data Analysis and Sharing in Neuroimaging using MEEG. https://osf.io/a8dhx/) Top 10% most cited worldwide
- K. Garner, Garrido, M.I.*, P.E. Dux* (2020). Cognitive capacity limits are remediated by pratice-induced plasticity in a striatal-cortical network. eNeuro 7: ENEURO.0139-20.2020. Ranking it in the top 5% of all research outputs scored by Altmetric
- K.M. Larsen, I. Dzafic, H. Darke, H. Pertile, O. Carter, S. Sundram, M.I Garrido. (2020) Aberrant connectivity in auditory precision encoding in schizophrenia spectrum disorder and across the continuum pf psychotic-like experiences. Schizophrenia Research 222:185-194.
- C.A. Smout. Garrido, M.I., J.B. Mattingley. (2020) Global Effects of Feature-based Attention Depend on Surprise. Neuroimage.215:116785.
- J. McFadyen. R.J. Dolan, Garrido, M.I.. (2020) The influence of subcortical shortcuts on disordered sensory and cognitive processing. Nature Reviews Neuroscience 21: 264-276.
- J.A. Taylor, Garrido, M.I. (2020) Porthole and Stormcloud: Tools for visualisation of spatiotemporal M/EEG statistics. NeuroInformatics doi: 10.1007/s12021-019-09447-6
- K. Garner, Garrido, M.I.*, P.E. Dux*. Cognitive capacity limits are remediated by practice-induced plasticity in a striatal-cortical network. https://www.biorxiv.org/content/10.1101/564450v1
- C. Pernet, Garrido, M.I., A Gramfort, .... A. Puce. Best Practices in Data Analysis and Sharing in Neuroimaging using MEEG. https://osf.io/a8dhx/
- Taylor, J., Garrido, M.I. (2019). Porthole and Stormcloud: Tools for visualisation of spatiotemporal M/EEG statistics. bioRxiv doi:org/10.1101/534784
- McFadyen, J., Smout, C., Tsuchiya, N., Mattingley, J., Garrido, M.I. (2019). Surprising threats accelerate evidence accumulation for conscious perception. bioRxiv dio.org/10.1101/525519
- Dietz, M., Nielsen, J., Roepstorff, A., Garrido, M.I. (2017). Dysconnection of right parietal and frontal cortex in neglect syndrome. bioRxiv doi: 10.1101/192583
- Dzafic, I., Randeniya, R., Garrido, M.I. (2018). Reduced top-down connectivity as an underlying mechanism for psychotic experiences in healthy people. bioRxiv doi: 10.1101/296988
- J.A. Taylor, K.M. Larsen, I. Dzafic, Garrido, M.I.. Predicting Individual Psychotic Experiences on a Continuum using machine learning. https://www.biorxiv.org/content/early/2018/07/30/380162
- L.K.L. Oestreich*, R. Randeniya*, Garrido, M.I.. Auditory prediction errors and auditory white matter microstructure predict psychotic experiences in the healthy population. Brain Structure and Function
- L.K.L Oestreich, R. Randenya, Garrido, M.I.. (2019) Structural connectivity facilitates functional connectivity of auditory prediction error generation within a fronto-temporal network. NeuroImage 195:454-462. Best paper of the month awarded by University of Queensland Centre for Clinical Research.
- Larsen, K.M., Morup, M., Birknow, M.R., Fischer, E., Olsen, L., Didriksen, M., Baare, W.F.C., Werge, T.M.,Garrido, M.I*., Siebner, H.R*. Individuals with 22q11.2 deletion syndrome show intact prediction but reduced adaptation in responses to repeated sounds: evidence from Bayesian mapping. Neuroimage: Clinical *equal contribution
- Smout, C., Tang, M., Garrido, M.I., Mattingley, M. (2019). Attention Promotes the Neural Encoding of Prediction Errors. PLOS Biology
- McFadyen, J., Mattingley, J.,Garrido, M.I. (2019). An afferent white matter pathway from the pulvinar to the amygdala facilitates fear recognition. eLife 8:e40766
- Harris, C.D., Rowe, E.G.,Randeniya, R., Garrido, M.I. (2018). Bayesian Model Selection Maps for group studies using M/EEG data.Frontiers in Neuroscience. 12: Article 598
- Oestreich, L.K.L., Randenya, R., Garrido, M.I. (2018). White matter connectivity distruptions in the pre-clinical continuum of psychosis: A connectome study. Hum Brain Mapp. 40(2): 529-537
- van Heusden, E., Harris, A., Garrido, M., Hogendoorn, H.(2019).Predictive coding of visual motion in both monocular and binocular visual processing. Journal of Vision. 19 (1):3, 1-12
- Larsen, K.M., Dzafic, I., Siebner, H.R., Garrido, M. (2018). Alteration of functional brain architecture in 22q11.2 deletion syndrome - Insights into susceptibility for psychosis. NeuroImage 197: 328-336
- Oestreich, L., Whitford, T., Garrido, M.I. (2018). Prediction of speech sounds is facilitated by a functional fronto-temporal network. frontiers in Neural Circuits. 12:43
- Larsen, K.M., Morup, M., Birknow, M., Fischer, E., Hulme, O., Vangkilde, A., Schmock., H., Baare, W.F.C., Didriksen, M., Olsen, L., Werge, T., Siebner, H.R., Garrido, M.I. (2018). Altered auditory processing and effective connectivity in 22q 11.2 deletion syndrome. Schizophrenia Research. 197: 328-336
- Dzafic, I., Burianova, H., Periyasamy, S., Mowry, B. (2018). Association between schizophrenia polygenic risk and neural correlates of emotional perception. Psychiatry Research: Neuroimaging. 276:33-40
- Cornwell, B., Garrido, M.I. Overstreet, C., Pine, D., Grillon, C.(2017). The un-predictive brain under threat: a neuro-computational account of anxious hypervigilance. Biological Psychiatry. 82: 447-454
- Randeniya, R., Oestreich, L., Garrido, M.I. (2018). Sensory prediction errors in the continuum of psychosis. Schizophrenia Research 191: 109-122
- Garrido, M.I., Rowe, E., Halasz, V., Mattingley, J. (2017). Bayesian mapping reveals that attention boosts neural responses to predicted and unpredicted stimuli. Cerebral Cortex. 1-12
- McFayden, J., Mermillod, M., Mattingley, J., Halasz. V., Garrido, M.I. (2017). A rapid subcortical amygdala route for faces irrespective of spatial frequency and emotion. J. Neurosci 37 (14) 3864-3874
- Oestreich, L., Lyall, A., Pasternak, O., Kikinis, Z., Newell., Savadjiev, P., Bouix, S., Shenton, M., Kubicki, M. (2017). Characterizing white matter changes in chronic schizophrenia: A free-water imaging multi-site study. Schizophrenia Research, 189pp:153-161
- Taylor, J.A., Matthews, N., Michie, P.T., Rosa, M.J., Garrido, M.I. (2017). Auditory prediction errors as individual biomarkers of schizophrenia. Neuroimage: Clinical. 15:264-273
- Sherwell, C., Garrido, M.I. , Cunnington, R. (2016). Timing in predictive coding: The role of task relevance and global probability. Journal of Cognitive Neuroscience. 29 (5): 780-792
- Oestreich,L.K.L., Pasternak,O., Shenton, M.E., Kubicki, M., Gong, X., Australian Schizophrenia Research Bank, McCarthy-Jones, S., Whitford, T.J. (2016). Abnormal white matter microstructure and increased extracellular free-water in the cingulul bundle associated with delusions in chronic schizophrenia. NeuroImage: Clinical, 12, pp: 405-414
- Roberts, G., Lord, A.,Frankland, A., Wright, A., Lau, P., Levy, F., Lenroot, R.K., Mitchell, P.B., Breakspear, M. (2016). Functional dysconnection of the inferior frontal gyrus in young people with bipolar disorder or at genetic high risk. Biological Psychiatry.
- Kaunitz, L.N., Rowe, E.G., Tsuchiya, N. (2016). Large Capacity of Conscious Access for Incidental Memories in Natural Scenes. PsychSci, 27(9) 1266-1277
- Garrido, M.I., Teng, C.L.J., Taylor, J., Rowe, E.G. and Mattingley. J.B. (2016). Surprise responses in the human brain demonstrate statistical learning under high concurrent cognitive demand. npj Science of Learning. 1, 16006
- Roberts, J.A., Perry, A., Lord, A.R., Roberts, G., Mitchell, P.B., Smith, R.E., Calamante, F. and Breakspear, M. (2016). The contribution of geometry to the human connectome. NeuroImage, 124, pp: 379-393.
- Zavitz, E., Yu, H.H., Rowe, E.G., Rosa, M.G. and Price, N.S. (2016). Rapid Adaptation Induces Persistent Biases in Population Codes for Visual Motion. The Journal of Neuroscience, 36(16), pp: 4579-4590.
- Cooray.G., Garrido, M.I., Brismar, T., Hyllienmark, L. (2016). The maturation of mismatch negativity networks in normal adolescence. Clinical Neurophysiology 127(1) pp: 520-529
- Dürschmid, S., Zaehle, T., Hinrichs, H., Heinze, H., Voges, J., Garrido, M.I. Dolan, R.J., Knight, R. (2016). Sensory deviancy detection measured directly within the Human Nucleus Accumbens. Cerebral Cortex 26 pp: 1168-1175
- Litvak, V., Garrido, M.I., Zeidman, P., Friston, K. (2015). Empirical Bayes for Group (DCM) Studies: A Reproducibility Study. Frontiers in Human Neuroscience.
- Garrido, M.I. Barnes, G.R., Kumaran, D., Maguire, E.A., Dolan, R.J. (2015). Ventromedial prefrontal cortex drives hippocampal theta oscillations induced by mismatch computations. NeuroImage 120 pp: 362-370.
- Poch, C., Garrido, M.I. Igoa, J.M., Belinchon, M., Morales-Morales,I., Campo, P. (2015).Time-varying effective connectivity during visual object naming as a function of semantic demands. Journal of Neuroscience 35(23) pp: 8768-8776
- He, W., Garrido, M.I. Sowman, P.F, Brock, J., Johnson, B.W. (2015). Development of effective connectivity in the core network for face perception. Hum. Brain Mapp., 36 pp: 2161–2173
- Rosa, M.J., Portugal, L., Hahn, T., Fallgatter, A.J., Garrido, M.I. Shawe-Taylor, J., Mourao-Miranda, J. (2015). Sparse network-based models for patient classification using fMRI. Neuroimage 105 pp: 493 506.
- Dietz, M.J., Friston, J.B., Mattingley, J.B., Roepstorff, A., Garrido, M.I. (2014). Effective connectivity reveals right-hemisphere dominance in audiospatial perception: Implications for models of spatial neglect. The Journal of Neuroscience 34 pp: 5003 - 5011. Selected by Australian Life Scientist as some of the best Australian research published in May/June 2014.
- Cooray, G.K., Garrido, M.I. Hyllienmark, L., Brismar, T. (2014). A mechaistic model of mismatch negativity in the aging brain. Clinical Neurophysiology 125 (9) pp: 1774 - 1782.
- Garvert, M.M., Friston, K.J., Dolan R.J., Garrido, M.I. (2014). Subcortical amygdala pathways enable rapid face processing. Neuroimage 102 Pt 2 pp: 309 -316.
- Lieder, F., Stephan, K.E., Daunizeau, J., Garrido, M.I. Friston. (2013). A neurocomputational model of the mismatch negativity. PLoS Computational Biology 9 (11):e1003288.
- Garrido, M.I. Sahani, M., Dolan, R.J. (2013). Outlier responses reflect sensitivity to statistical structure in the human brain. PLoS Computational Biology 9 (3) e1002999
- Lieder, F., Daunizeau, J., Garrido, M.I. Friston, K.J., Stephan, K.E. (2013). Modelling trial-by-trial changes in the mismatch negativity. PLoS Computational Biology 9(2): e1002911
- Campo, P., Garrido, M.I. Moran, R.J., Garcia-Morales, I., Poch, C., Toledano, R., Gil-Nagel, A., Dolan, R., Friston, K. (2013). Network configuration and working memory impairment in mesial temporal lobe epilepsy. NeuroImage 72 pp:48-54
- Boly, M., Massimini, M., Garrido, M.I. Gosseries, O., Noirhomme, Q., Laureys, S., Soddu, A. (2012). Brain connectivity in disorders of consciousness. Brain Connectivity 2 pp: 1 - 10.
- Garrido, M.I. Barnes,G., Sahani, M., Dolan, R. (2012). Functional evidence for a dual route to amygdala. Current Biology 22 pp: 129 - 134.
- Garrido, M.I. Brain connectivity: the feeling of blindsight. Current Biology 22: R599 - R600. Invited Dispatch.
- Murta, T., Leal, A., Garrido, M.I. Figueiredo, P. (2012). Dynamic causal modelling of epileptic seizure propagation pathways: a combined EEG-fMRI study. NeuroImage 62 pp: 1634 - 1642. Awarded 2nd prize, "Liga Portuguesa contra a Epilepsia" 2013.
- Campo, P., Garrido, M.I. Moran, R., Maestu, F., Garcia-Morales, I., Gil-Nagel., A., del Pozo, F., Dolan, R., Friston, K. (2012) Remote effects of hippocampal sclerosis on effective connectivity during working memory encoding: a case of connectional diaschisis? Cerebral Cortex 22 pp: 1225 -1235.
- Garrido, M.I. Dolan, R., Sahani, M. (2011). Surprise leads to noiser perceptual decisions. iPerception 2 pp: 112 - 120.
- Boly, M., Garrido, M.I. Gosseries, O., Bruno, M.A., Schnakers, C., Massimini, M., Litvak, V., Laureys, S., Friston, K. (2011). Preserved feedforward but impaired top-down processes in the vegetative state. Science 332 pp: 858 - 862. (Recommended in Faculty of 1000, article factor of 8 (must read) and 6 (recommended)). (see also: G. Miller (2011) Feedback From Frontal Cortex May Be a Signature of Consciousness. Science 332:779; J.R.King, T. Bekinschtein, S.M.Dehaene (2011) Comment on "Preserved feedforward but impaired top-down processesin the vegetative state". Science 334: 1203; L. Welberg (2011). Auditory processing: sounding out consciousness. Nat Rev Neurosci 12: 369)
- Garrido, M.I. Kilner, J.M., Kiebel, S.J., Friston, K.J. (2009). Dynamic causal modelling of the response to frequency deviants. Journal of Neurophysiology 101 pp: 2620- 2631.
- Garrido, M.I. Kilner, J.M., Stephan, K.E., Friston, K.J. (2009). The mismatch negativity: a review of the underlying mechanisms. Invited review. Clinical Neurophysiology 120 pp: 453 - 463. Issue cover.
- Kiebel, S.J., Garrido, M.I. Moran, R.J., Chen, C.C., Friston, K.J. (2009). Dynamic causal modelling for EEG and MEG. Review. Human Brain Mapping 30 pp: 1866 - 1876.
- Garrido, M.I. Kilner, J.M., Kiebel, S.J., Stephan, K.E., Baldeweg, T., Friston, K.J. (2009). Repetition suppression and cortico-cortical plasticity in the human brain. NeuroImage 48 pp: 269 - 279.
- Garrido, M.I. Friston, K.J, Kiebel, S.J., Stephan, K.E., Baldeweg, T., Kilner, J.M. (2008). The functional anatomy of the MMN: A DCM study of the roving paradigm. NeuroImage 42 pp: 936 - 944.
- Kiebel, S.J., Garrido, M.I. Moran, R.J., Friston, K.J. (2008). Dynamic causal modelling for EEG and MEG. Cogn Neurodyn 2 pp: 121 - 136.
- Garrido, M.I. Kilner, J.M., Kiebel, S.J., Friston, K.J. (2007). Evoked brain responses are generated by feedback loops. Proceedings of the National Academy of Sciences of the USA 104 pp: 20961 - 20966.
- Garrido, M.I. Kilner, J.M., Kiebel, S.J., Stephan, K.E., Friston, K.J. (2007). Dynamic causal modelling of evoked potentials: A reproducibility study. NeuroImage 36 pp: 571 - 580.
- Kiebel, S.J., Garrido, M.I. Friston, K.J. (2007). Dynamic causal modelling of evoked responses: The role of intrinsic connections. NeuroImage 36 pp: 332 -345.
- Kiebel, S.J., Garrido, M.I. Friston, K.J. (2010). Analysing functional and effective connectivity with EEG and MEG. In: Simultaneous EEG and fMRI: Recording, Analysis and Application. Markus Ullsperger & Stefan Deneber. Oxford University Press. Chapter 3.8 pp: 235 - 249.
- Kiebel, S.J., Garrido, M.I. Friston, K.J. (2009). Dynamic causal modelling for evoked responses. In: Brain signal analysis: Advances in neurelectric and neuromagnetic methods. Todd Handy, The MIT Press. Chapter 6 pp: 141 - 169.
- Friston, K., Kiebel, S., Garrido, M.I. David, O. (2007). Dynamic casual models for EEG. In: Statistical Parametric Mapping 2007. Eds: K. Friston, J. Ashburner, S. Kiebel, T. Nichols, W. Penny. Academic Press. Chapter 42 pp: 561 - 576