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Marcelo Gomes Mattar, Ph.D. - Publications

Affiliations: 
2020- Cognitive Science University of California, San Diego, La Jolla, CA 
Area:
Computational Neuroscience, Cognitive Neuroscience, Reinforcement Learning
Website:
http://marcelomattar.com
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35 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

Year Citation  Score
2024 Tafazoli S, Bouchacourt FM, Ardalan A, Markov NT, Uchimura M, Mattar MG, Daw ND, Buschman TJ. Building compositional tasks with shared neural subspaces. Biorxiv : the Preprint Server For Biology. PMID 38352540 DOI: 10.1101/2024.01.31.578263  0.541
2022 Bouchacourt F, Tafazoli S, Mattar M, Buschman TJ, Daw ND. Fast rule switching and slow rule updating in a perceptual categorization task. Elife. 11. PMID 36374181 DOI: 10.7554/eLife.82531  0.551
2022 Mattar MG, Lengyel M. Planning in the brain. Neuron. PMID 35041804 DOI: 10.1016/j.neuron.2021.12.018  0.469
2021 Agrawal M, Mattar MG, Cohen JD, Daw ND. The temporal dynamics of opportunity costs: A normative account of cognitive fatigue and boredom. Psychological Review. PMID 34383523 DOI: 10.1037/rev0000309  0.539
2021 Liu Y, Mattar MG, Behrens TEJ, Daw ND, Dolan RJ. Experience replay is associated with efficient nonlocal learning. Science (New York, N.Y.). 372. PMID 34016753 DOI: 10.1126/science.abf1357  0.561
2019 Tang E, Mattar MG, Giusti C, Lydon-Staley DM, Thompson-Schill SL, Bassett DS. Effective learning is accompanied by high-dimensional and efficient representations of neural activity. Nature Neuroscience. PMID 31110323 DOI: 10.1038/S41593-019-0400-9  0.777
2019 Lee RS, Mattar MG, Parker NF, Witten IB, Daw ND. Reward prediction error does not explain movement selectivity in DMS-projecting dopamine neurons. Elife. 8. PMID 30946008 DOI: 10.7554/Elife.42992  0.526
2019 Lee RS, Mattar MG, Parker NF, Witten IB, Daw ND. Author response: Reward prediction error does not explain movement selectivity in DMS-projecting dopamine neurons Elife. DOI: 10.7554/Elife.42992.026  0.516
2018 Mattar MG, Carter MV, Zebrowitz MS, Thompson-Schill SL, Aguirre GK. Individual differences in response precision correlate with adaptation bias. Journal of Vision. 18: 18. PMID 30593060 DOI: 10.1167/18.13.18  0.7
2018 Mattar MG, Daw ND. Prioritized memory access explains planning and hippocampal replay. Nature Neuroscience. 21: 1609-1617. PMID 30349103 DOI: 10.1038/S41593-018-0232-Z  0.537
2018 Mattar MG, Olkkonen M, Epstein RA, Aguirre GK. Adaptation decorrelates shape representations. Nature Communications. 9: 3812. PMID 30232324 DOI: 10.1038/S41467-018-06278-Y  0.744
2018 Mattar MG, Thompson-Schill SL, Bassett DS. The network architecture of value learning. Network Neuroscience (Cambridge, Mass.). 2: 128-149. PMID 30215030 DOI: 10.1162/netn_a_00021  0.673
2018 Mattar MG, Wymbs NF, Bock AS, Aguirre GK, Grafton ST, Bassett DS. Predicting future learning from baseline network architecture. Neuroimage. PMID 29366697 DOI: 10.1016/J.Neuroimage.2018.01.037  0.733
2018 Reddy PG, Mattar MG, Murphy AC, Wymbs NF, Grafton ST, Satterthwaite TD, Bassett DS. Brain state flexibility accompanies motor-skill acquisition. Neuroimage. PMID 29309897 DOI: 10.1016/J.Neuroimage.2017.12.093  0.743
2017 Khambhati AN, Mattar MG, Wymbs NF, Grafton ST, Bassett DS. Beyond modularity: Fine-scale mechanisms and rules for brain network reconfiguration. Neuroimage. PMID 29138087 DOI: 10.1016/J.Neuroimage.2017.11.015  0.774
2017 Ashourvan A, Gu S, Mattar MG, Vettel JM, Bassett DS. The Energy Landscape Underpinning Module Dynamics in the Human Brain Connectome. Neuroimage. PMID 28602945 DOI: 10.1016/J.Neuroimage.2017.05.067  0.748
2017 Bassett DS, Mattar MG. A Network Neuroscience of Human Learning: Potential to Inform Quantitative Theories of Brain and Behavior. Trends in Cognitive Sciences. PMID 28259554 DOI: 10.1016/J.Tics.2017.01.010  0.572
2017 Gu S, Betzel RF, Mattar MG, Cieslak M, Delio PR, Grafton ST, Pasqualetti F, Bassett DS. Optimal Trajectories of Brain State Transitions. Neuroimage. PMID 28088484 DOI: 10.1016/J.Neuroimage.2017.01.003  0.639
2016 Kahn AE, Mattar MG, Vettel JM, Wymbs NF, Grafton ST, Bassett DS. Structural Pathways Supporting Swift Acquisition of New Visuomotor Skills. Cerebral Cortex (New York, N.Y. : 1991). PMID 27920096 DOI: 10.1093/Cercor/Bhw335  0.773
2016 Chai LR, Mattar MG, Blank IA, Fedorenko E, Bassett DS. Functional Network Dynamics of the Language System. Cerebral Cortex (New York, N.Y. : 1991). PMID 27550868 DOI: 10.1093/Cercor/Bhw238  0.55
2016 Mattar MG, Betzel RF, Bassett DS. The flexible brain. Brain : a Journal of Neurology. 139: 2110-2. PMID 27457229 DOI: 10.1093/Brain/Aww151  0.547
2016 Mattar MG, Kahn DA, Thompson-Schill SL, Aguirre GK. Varying Timescales of Stimulus Integration Unite Neural Adaptation and Prototype Formation. Current Biology : Cb. PMID 27321999 DOI: 10.1016/J.Cub.2016.04.065  0.78
2016 Bock A, Benson N, Mattar M, Aguirre G. Template fitting to automatically derive V1-V3 retinotopy from inter-areal functional correlations Journal of Vision. 16: 136. DOI: 10.1167/16.12.136  0.668
2015 Mattar MG, Cole MW, Thompson-Schill SL, Bassett DS. A Functional Cartography of Cognitive Systems. Plos Computational Biology. 11: e1004533. PMID 26629847 DOI: 10.1371/Journal.Pcbi.1004533  0.694
2015 Mattar M, Olkkonen M, Aguirre G, Epstein R. Adaptation decorrelates object representations: Evidence from Multivoxel Pattern Analysis. Journal of Vision. 15: 1385. PMID 26327073 DOI: 10.1167/15.12.1385  0.73
2015 Olkkonen M, Mattar M, Aguirre G, Epstein R. Adaptation sharpens object representations: Evidence from shape discrimination thresholds. Journal of Vision. 15: 722. PMID 26326410 DOI: 10.1167/15.12.722  0.721
2015 Aguirre G, Mattar M, Carter M, Thompson-Schill S. Individual differences in representation precision predict adaptation bias. Journal of Vision. 15: 74. PMID 26325762 DOI: 10.1167/15.12.74  0.668
2015 Pegors TK, Mattar MG, Bryan PB, Epstein RA. Simultaneous perceptual and response biases on sequential face attractiveness judgments. Journal of Experimental Psychology. General. 144: 664-73. PMID 25867223 DOI: 10.1037/Xge0000069  0.755
2015 Mattar MG, Cole MW, Thompson-Schill SL, Bassett DS. Cognitive Systems Are More Recruited and Less Integrated During Rest. Plos Computational Biology. DOI: 10.1371/Journal.Pcbi.1004533.G005  0.628
2015 Mattar MG, Cole MW, Thompson-Schill SL, Bassett DS. Cognitive Systems Are Differently Recruited and Integrated Across the Task Battery. Plos Computational Biology. DOI: 10.1371/Journal.Pcbi.1004533.G003  0.645
2015 Mattar MG, Cole MW, Thompson-Schill SL, Bassett DS. Recruitment and Integration Coefficients Across Brain Regions. Plos Computational Biology. DOI: 10.1371/Journal.Pcbi.1004533.G002  0.643
2015 Mattar MG, Cole MW, Thompson-Schill SL, Bassett DS. Overview of the methods. Plos Computational Biology. DOI: 10.1371/Journal.Pcbi.1004533.G001  0.584
2014 Mattar MG, Kahn DA, Thompson-Schill SL, Aguirre GK. A single mechanism of temporal integration unites neural adaptation and norm-based coding F1000research. 14: 120-120. DOI: 10.7490/F1000Research.1095729.1  0.752
2014 Pegors T, Bryan P, Mattar M, Epstein R. Decoupling perceptual and response biases in a sequential face judgment task Journal of Vision. 14: 1257-1257. DOI: 10.1167/14.10.1257  0.752
2011 Aguirre GK, Mattar MG, Magis-Weinberg L. de Bruijn cycles for neural decoding. Neuroimage. 56: 1293-300. PMID 21315160 DOI: 10.1016/J.Neuroimage.2011.02.005  0.571
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