Francisco Pereira, Ph.D.
Affiliations: | Siemens Healthcare |
Area:
machine learningGoogle:
"Francisco Pereira"Cross-listing: Neurotree
Parents
Sign in to add mentor| Tom Michael Mitchell | grad student | 2007 | Carnegie Mellon (Neurotree) | |
| (Beyond brain blobs: Machine learning classifiers as instruments for analyzing functional magnetic resonance imaging data.) | ||||
| Matthew M. Botvinick | post-doc | Princeton (Neurotree) | ||
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Publications
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| Gonzalez-Castillo J, Fernandez IS, Lam KC, et al. (2023) Manifold learning for fMRI time-varying functional connectivity. Frontiers in Human Neuroscience. 17: 1134012 |
| Gonzalez-Castillo J, Fernandez I, Lam KC, et al. (2023) Manifold Learning for fMRI time-varying FC. Biorxiv : the Preprint Server For Biology |
| Gonzalez-Castillo J, Caballero-Gaudes C, Topolski N, et al. (2019) Imaging the spontaneous flow of thought: Distinct periods of cognition contribute to dynamic functional connectivity during rest. Neuroimage. 116129 |
| Pereira F, Lou B, Pritchett B, et al. (2018) Toward a universal decoder of linguistic meaning from brain activation. Nature Communications. 9: 963 |
| Pereira F, Gershman S, Ritter S, et al. (2016) A comparative evaluation of off-the-shelf distributed semantic representations for modelling behavioural data. Cognitive Neuropsychology. 33: 175-90 |
| Pereira F, Botvinick M, Detre G. (2013) Using Wikipedia to learn semantic feature representations of concrete concepts in neuroimaging experiments. Artificial Intelligence. 194: 240-252 |
| Pereira F, Botvinick M. (2013) Simitar: Simplified searching of statistically significant similarity structure Proceedings - 2013 3rd International Workshop On Pattern Recognition in Neuroimaging, Prni 2013. 1-4 |
| Allen K, Pereira F, Botvinick M, et al. (2012) Distinguishing grammatical constructions with fMRI pattern analysis. Brain and Language. 123: 174-82 |
| Pereira F, Botvinick M. (2012) A systematic approach to extracting semantic information from functional MRI data Advances in Neural Information Processing Systems. 3: 2267-2275 |
| Pereira F, Detre G, Botvinick M. (2011) Generating text from functional brain images. Frontiers in Human Neuroscience. 5: 72 |