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Francisco Pereira
Francisco Pereira
Machine Learning Team, National Institute of Mental Health
Geverifieerd e-mailadres voor nih.gov - Homepage
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Machine learning classifiers and fMRI: a tutorial overview
F Pereira, T Mitchell, M Botvinick
Neuroimage 45 (1), S199-S209, 2009
17362009
Learning to decode cognitive states from brain images
TM Mitchell, R Hutchinson, RS Niculescu, F Pereira, X Wang, M Just, ...
Machine learning 57 (1), 145-175, 2004
974*2004
Toward a universal decoder of linguistic meaning from brain activation
F Pereira, B Lou, B Pritchett, S Ritter, S Gershman, N Kanwisher, ...
Nature Communications 9 (963), 2018
2082018
Information mapping with pattern classifiers: a comparative study
F Pereira, M Botvinick
Neuroimage 56 (2), 476-496, 2011
1722011
Reproducibility distinguishes conscious from nonconscious neural representations
A Schurger, F Pereira, A Treisman, JD Cohen
Science 327 (5961), 97-99, 2010
1442010
A comparative evaluation of off-the-shelf distributed semantic representations for modelling behavioural data
F Pereira, S Gershman, S Ritter, M Botvinick
Cognitive neuropsychology 33 (3-4), 175-190, 2016
1062016
Using Wikipedia to learn semantic feature representations of concrete concepts in neuroimaging experiments
F Pereira, M Botvinick, G Detre
Artificial intelligence 194, 240-252, 2013
82*2013
Closed-form supervised dimensionality reduction with generalized linear models
I Rish, G Grabarnik, G Cecchi, F Pereira, GJ Gordon
Proceedings of the 25th International Conference on Machine learning, 832-839, 2008
812008
Revealing the multidimensional mental representations of natural objects underlying human similarity judgements
M Hebart, C Zheng, F Pereira, C Baker
Nature Human Behaviour, 2020
802020
Generating text from functional brain images
F Pereira, G Detre, M Botvinick
Frontiers in human neuroscience 5, 72, 2011
772011
Detecting significant multidimensional spatial clusters
D Neill, A Moore, F Pereira, TM Mitchell
Advances in Neural Information Processing Systems 17, 969-976, 2004
732004
Distinguishing grammatical constructions with fMRI pattern analysis
K Allen, F Pereira, M Botvinick, AE Goldberg
Brain and language 123 (3), 174-182, 2012
702012
The support vector decomposition machine
F Pereira, G Gordon
Proceedings of the 23rd international conference on Machine learning, 689-696, 2006
672006
Network, anatomical, and non-imaging measures for the prediction of ADHD diagnosis in individual subjects
JW Bohland, S Saperstein, F Pereira, J Rapin, L Grady
Frontiers in systems neuroscience 6, 78, 2012
602012
Data‐driven identification of subtypes of executive function across typical development, attention deficit hyperactivity disorder, and autism spectrum disorders
CJ Vaidya, X You, S Mostofsky, F Pereira, MM Berl, L Kenworthy
Journal of Child Psychology and Psychiatry 61 (1), 51-61, 2020
542020
Concise, intelligible, and approximate profiling of multiple classes
RE Valdes-Perez, F Pereira, V Pericliev
International Journal of Human-Computer Studies 53 (3), 411-436, 2000
402000
Semantic projection recovers rich human knowledge of multiple object features from word embeddings
G Grand, IA Blank, F Pereira, E Fedorenko
Nature Human Behaviour, 1-13, 2022
37*2022
A topographic latent source model for fMRI data
SJ Gershman, DM Blei, F Pereira, KA Norman
NeuroImage 57 (1), 89-100, 2011
372011
Exploring predictive and reproducible modeling with the single‐subject FIAC dataset
X Chen, F Pereira, W Lee, S Strother, T Mitchell
Human brain mapping 27 (5), 452-461, 2006
362006
Imaging the spontaneous flow of thought: Distinct periods of cognition contribute to dynamic functional connectivity during rest
J Gonzalez-Castillo, C Caballero-Gaudes, N Topolski, DA Handwerker, ...
NeuroImage 202, 116129, 2019
302019
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