Dr Marta Garrido
Affiliated Research Fellow
Centre for Advanced Imaging and the Queensland Brain Institute
+61 7 334 60350
Researcher biography
Survival crucially depends on our ability to extract information from the environment. This ability relies on learning about patterns that enable us to make predictions about what is likely to happen next. Sensitivity to violations of these patterns is necessary for timely reactions and adaptive responses to unexpected, or odd, events. Dr Garrido’s research team strives to understand the brain mechanisms and circuitry underlying these predictive processes. To address these questions we use a number of neuroimaging methods (EEG, MEG, fMRI) and computational modelling.
Book Chapters
Kiebel, S. J., Garrido, M. I. and Friston, K. J. (2010). Analyzing functional and effective connectivity with EEG and MEG. In Simultaneous EEG and fMRI: Recording, Analysis and Application (pp. 235-249) Oxford, United Kingdom: Oxford University Press.
Kiebel, Stefan J., Garrido, Marta I. and Friston, Karl J. (2009). Dynamic causal modeling for evoked responses. In Todd C. Handy (Ed.), Brain signal analysis : Advances in neuroelectric and neuromagnetic methods (pp. 141-169) Cambridge, MA, United States: MIT Press.
Friston, K., Kiebel, S., Garrido, M. and David, O. (2007). Dynamic causal models for EEG. In Statistical Parametric Mapping (pp. 561-576) London, United Kingdom: Academic Press. doi:10.1016/B978-0-12-372560-8.50053-X
Journal Articles
Larsen, Kit Melissa, Mørup, Morten, Birknow, Michelle Rosgaard, Fischer, Elvira, Olsen, Line, Didriksen, Michael, Baaré, William Frans Christiaan, Werge, Thomas Mears, Garrido, Marta Isabel and Siebner, Hartwig Roman (2019) Individuals with 22q11.2 deletion syndrome show intact prediction but reduced adaptation in responses to repeated sounds: Evidence from Bayesian mapping. NeuroImage: Clinical, . doi:10.1016/j.nicl.2019.101721
Oestreich, Lena K. L., Randeniya, Roshini and Garrido, Marta I. (2019) White matter connectivity reductions in the pre-clinical continuum of psychosis: a connectome study. Human Brain Mapping, 40 2: 529-537. doi:10.1002/hbm.24392
McFadyen, Jessica, Mattingley, Jason B and Garrido, Marta I (2019) An afferent white matter pathway from the pulvinar to the amygdala facilitates fear recognition. eLife, 8 e40766. doi:10.7554/elife.40766
Harris, Clare D., Rowe, Elise G., Randeniya, Roshini and Garrido, Marta I. (2018) Bayesian Model Selection maps for group studies using M/EEG data. Frontiers in Neuroscience, 12 598. doi:10.3389/fnins.2018.00598
Larsen, Kit Melissa, Dzafic, Ilvana, Siebner, Hartwig Roman and Garrido, Marta Isabel (2018) Alteration of functional brain architecture in 22q11.2 deletion syndrome - insights into susceptibility for psychosis. NeuroImage, . doi:10.1016/j.neuroimage.2018.09.001
Oestreich, Lena K. L., Whitford, Thomas J. and Garrido, Marta (2018) Prediction of speech sounds is facilitated by a functional fronto-temporal network. Frontiers in Neural Circuits, 12 43. doi:10.3389/fncir.2018.00043
Larsen, Kit Melissa, Mørup, Morten, Birknow, Michelle Rosgaard, Fischer, Elvira, Hulme, Oliver, Vangkilde, Anders, Schmock, Henriette, Baaré, William Frans Christiaan, Didriksen, Michael, Olsen, Line, Werge, Thomas, Siebner, Hartwig R. and Garrido, Marta I. (2018) Altered auditory processing and effective connectivity in 22q11.2 deletion syndrome. Schizophrenia Research, 197 328-336. doi:10.1016/j.schres.2018.01.026
Cornwell, Brian R., Garrido, Marta I., Overstreet, Cassie, Pine, Daniel S. and Grillon, Christian (2017) The un-predictive brain under threat: a neuro-computational account of anxious hypervigilance. Biological Psychiatry, 82 6: 447-454. doi:10.1016/j.biopsych.2017.06.031
Taylor, J. A., Matthews, N., Michie, P. T., Rosa, M. J. and Garrido, M. I. (2017) Auditory prediction errors as individual biomarkers of schizophrenia. NeuroImage: Clinical, 15 264-273. doi:10.1016/j.nicl.2017.04.027
Sherwell, Chase S., Garrido, Marta I. and Cunnington, Ross (2017) Timing in predictive coding: the roles of task relevance and global probability. Journal of Cognitive Neuroscience, 29 5: 780-792. doi:10.1162/jocn_a_01085
Garrido, Marta I., Rowe, Elise G., Halasz, Veronika and Mattingley, Jason B. (2017) Bayesian mapping reveals that attention boosts neural responses to predicted and unpredicted stimuli. Cerebral Cortex, 28 5: 1-12. doi:10.1093/cercor/bhx087
McFadyen, Jessica, Mermillod, Martial, Mattingley, Jason B., Halasz, Veronika and Garrido, Marta I. (2017) A rapid subcortical amygdala route for faces irrespective of spatial frequency and emotion. Journal of Neuroscience, 37 14: 3864-3874. doi:10.1523/JNEUROSCI.3525-16.2017
Randeniya, R., Oestreich, L. K. L. and Garrido, M. I. (2017) Sensory prediction errors in the continuum of psychosis. Schizophrenia Research, 191 109-122. doi:10.1016/j.schres.2017.04.019
Garrido, Marta Isabel, Teng, Chee Leong James, Taylor, Jeremy Alexander, Rowe, Elise Genevieve and Mattingley, Jason Brett (2016) Surprise responses in the human brain demonstrate statistical learning under high concurrent cognitive demand. n p j Science of Learning, 1 . doi:10.1038/npjscilearn.2016.6
Cooray, G. K., Garrido, M. I., Brismar, T. and Hyllienmark, L. (2016) The maturation of mismatch negativity networks in normal adolescence. Clinical Neurophysiology, 127 1: 520-529. doi:10.1016/j.clinph.2015.06.026
Litvak, Vladimir, Garrido, Marta, Zeidman, Peter and Friston, Karl (2015) Empirical Bayes for group (DCM) studies: a reproducibility study. Frontiers in Human Neuroscience, 9 DEC: 670.1-670.12. doi:10.3389/fnhum.2015.00670
Garrido, Marta I., Barnes, Gareth R., Kumaran, Dharshan, Maguire, Eleanor A. and Dolan, Raymond J. (2015) Ventromedial prefrontal cortex drives hippocampal theta oscillations induced by mismatch computations. NeuroImage, 120 362-370. doi:10.1016/j.neuroimage.2015.07.016
Poch, Claudia, Garrido, Marta I, Igoa, Jose Manuel, Belinchon, Mercedes, Garcia-Morales, Irene and Campo, Pablo (2015) Time-varying effective connectivity during visual object naming as a function of semantic demands. Journal of Neuroscience, 35 23: 8768-8776. doi:10.1523/JNEUROSCI.4888-14.2015
He, Wei, Garrido, Marta I., Sowman, Paul F., Brock, Jon and Johnson, Blake W. (2015) Development of effective connectivity in the core network for face perception. Human Brain Mapping, 36 6: 2161-2173. doi:10.1002/hbm.22762
Rosa, Maria J., Portugal, Liana, Hahn, Tim, Fallgatter, Andreas J., Garrido, Marta I., Shawe-Taylor, John and Mourao-Miranda, Janaina (2015) Sparse network-based models for patient classification using fMRI. NeuroImage, 105 493-506. doi:10.1016/j.neuroimage.2014.11.021
Dürschmid, Stefan, Zaehle, Tino, Hinrichs, Hermann, Heinze, Hans-Jochen, Voges, Jürgen, Garrido, Marta I., Dolan, Raymond J. and Knight, Robert T. (2015) Sensory deviancy detection measured directly within the human nucleus accumbens. Cerebral Cortex, 26 3: 1168-1175. doi:10.1093/cercor/bhu304
Garvert, Mona M., Friston, Karl J., Dolan, Raymond J. and Garrido, Marta I. (2014) Subcortical amygdala pathways enable rapid face processing. NeuroImage, 102 P2: 309-316. doi:10.1016/j.neuroimage.2014.07.047
Cooray, Gerald, Garrido, Marta I., Hyllienmark, L. and Brismar, Tom (2014) A mechanistic model of mismatch negativity in the ageing brain. Clinical Neurophysiology, 125 9: 1774-1782. doi:10.1016/j.clinph.2014.01.015
Dietz, Martin J., Friston, Karl J., Mattingley, Jason B., Roepstorff, Andreas and Garrido, Marta I. (2014) Effective connectivity reveals right-hemisphere dominance in audiospatial perception: implications for models of spatial neglect. Journal of Neuroscience, 34 14: 5003-5011. doi:10.1523/JNEUROSCI.3765-13.2014
Campo, Pablo, Garrido, Marta I., Moran, Rosalyn J., Garcia-Morales, Irene, Poch, Claudia, Toledano, Rafael, Gil-Nagel, Antonio, Dolan, Raymond J. and Friston, Karl J. (2013) Network configuration and working memory impairment in mesial temporal lobe epilepsy. NeuroImage, 72 48-54. doi:10.1016/j.neuroimage.2013.01.036
Garrido, Marta I., Sahani, Maneesh and Dolan, Raymond J. (2013) Outlier responses reflect sensitivity to statistical structure in the human brain. PLoS Computational Biology, 9 3: e1002999.1-e1002999.10. doi:10.1371/journal.pcbi.1002999
Lieder, Falk, Daunizeau, Jean, Garrido, Marta I., Friston, Karl J. and Stephan, Klaas E. (2013) Modelling trial-by-trial changes in the mismatch negativity. PLoS Computational Biology, 9 2: e1002911.1-e1002911.16. doi:10.1371/journal.pcbi.1002911
Lieder, Falk, Stephan, Klaas E., Daunizeau, Jean, Garrido, Marta I. and Friston, Karl J. (2013) A Neurocomputational Model of the Mismatch Negativity. PLoS Computational Biology, 9 11: e1003288.1-e1003288.14. doi:10.1371/journal.pcbi.1003288
Murta, Teresa, Leal, Alberto, Garrido, Marta I. and Figueiredo, Patricia (2012) Dynamic Causal Modelling of epileptic seizure propagation pathways: A combined EEG-fMRI study. Neuroimage, 62 3: 1634-1642. doi:10.1016/j.neuroimage.2012.05.053
Garrido, Marta I. (2012) Brain connectivity: The feel of blindsight. Current Biology, 22 15: R599-R600. doi:10.1016/j.cub.2012.06.012
Campo, Pablo, Garrido, Marta I., Moran, Rosalyn J., Maestu, Fernando, Garcia-Morales, Irene, Gil-Nagel, Antonio, del Pozo, Francisco, Dolan, Raymond J. and Friston, Karl J. (2012) Remote Effects of Hippocampal Sclerosis on Effective Connectivity during Working Memory Encoding: A Case of Connectional Diaschisis?. Cerebral Cortex, 22 6: 1225-1236. doi:10.1093/cercor/bhr201
Garrido, Marta I., Barnes, Gareth R., Sahani, Maneesh and Dolan, Raymond J. (2012) Functional Evidence for a Dual Route to Amygdala. Current Biology, 22 2: 129-134. doi:10.1016/j.cub.2011.11.056
Boly, Melanie, Garrido, Marta Isabel, Gosseries, Olivia, Bruno, Marie-Aurelie, Boveroux, Pierre, Schnakers, Caroline, Massimini, Marcello, Litvak, Vladimir, Laureys, Steven and Friston, Karl (2011) Response to Comment on "Preserved Feedforward But Impaired Top-Down Processes in the Vegetative State". Science, 334 6060: . doi:10.1126/science.1210240
Boly, Melanie, Garrido, Marta Isabel, Gosseries, Olivia, Bruno, Marie-Aurelie, Boveroux, Pierre, Schnakers, Caroline, Massimini, Marcello, Litvak, Vladimir, Laureys, Steven and Friston, Karl (2011) Preserved Feedforward But Impaired Top-Down Processes in the Vegetative State. Science, 332 6031: 858-862. doi:10.1126/science.1202043
Garrido, Marta I., Dolan, Raymond J. and Sahani, Maneesh (2011) Surprise leads to noisier perceptual decisions. i-Perception, 2 2: 112-120. doi:10.1068/i0411
Garrido, Marta I., Kilner, James M., Kiebel, Stefan J., Stephan, Klaas E., Baldeweg, Torsten and Friston, Karl J. (2009) Repetition suppression and plasticity in the human brain. Neuroimage, 48 1: 269-279. doi:10.1016/j.neuroimage.2009.06.034
Kiebel, Stefan J., Garrido, Marta I., Moran, Rosalyn, Chen, Chun-Chuan and Friston, Karl J. (2009) Dynamic causal modeling for EEG and MEG. Human Brain Mapping, 30 6: 1866-1876. doi:10.1002/hbm.20775
Garrido, Marta I., Kilner, James M., Kiebel, Stefan J. and Friston, Karl J. (2009) Dynamic Causal Modeling of the Response to Frequency Deviants. Journal of Neurophysiology, 101 5: 2620-2631. doi:10.1152/jn.90291.2008
Garrido, Marta I., Kilner, James M., Stephan, Klaas E. and Friston, Karl J. (2009) The mismatch negativity: a review of underlying mechanisms. Clinical Neurophysiology, 120 3: 453-463. doi:10.1016/j.clinph.2008.11.029
Garrido, Marta I., Friston, Karl J., Kiebel, Stefan J., Stephan, Klaas E., Baldeweg, Torsten and Kilner, James M. (2008) The functional anatomy of the MMN: A DCM study of the roving paradigm. Neuroimage, 42 2: 936-944. doi:10.1016/j.neuroimage.2008.05.018
Kiebel, Stefan J., Garrido, Marta I., Moran, Rosalyn J. and Friston, Karl J. (2008) Dynamic causal modelling for EEG and MEG. Cognitive Neurodynamics, 2 2: 121-136. doi:10.1007/s11571-008-9038-0
Garrido, Marta I., Kilner, James M., Kiebel, Stefan J. and Friston, Karl J. (2007) Evoked brain responses are generated by feedback loops. Proceedings of the National Academy of Sciences of the United States of America, 104 52: 20961-20966. doi:10.1073/pnas.0706274105
Garrido, Marta I., Kilner, James M., Kiebel, Stefan J., Stephan, Klaas E. and Friston, Karl J. (2007) Dynamic causal modelling of evoked potentials: A reproducibility study. Neuroimage, 36 3: 571-580. doi:10.1016/j.neuroimage.2007.03.014
Kiebel, Stefan J., Garrido, Marta I. and Friston, Karl J. (2007) Dynamic causal modelling of evoked responses: The role of intrinsic connections. Neuroimage, 36 2: 332-345. doi:10.1016/j.neuroimage.2007.02.046
Conference Paper
Campo, P., Garrido, M. I., Moran, R. J., Garcia-Morales, I., Gil-Nagel, A., Dolan, R. J. and Friston, K. J. (2012). Altered Interactions Within Neural Network Supporting Verbal Working Memory Due to Hippocampal Sclerosis. In: Epilepsia. 10th European Congress on Epileptology, London England, (15-16). Sep 30-Oct 04, 2012.