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Narrative event segmentation in the cortical reservoir
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In: ISSN: 1553-734X ; EISSN: 1553-7358 ; PLoS Computational Biology ; https://hal.archives-ouvertes.fr/hal-03454744 ; PLoS Computational Biology, Public Library of Science, 2021, 17 (10), pp.e1008993. ⟨10.1371/journal.pcbi.1008993⟩ (2021)
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The N170 is sensitive to long-term (personal) Familiarity of a face identity
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In: ISSN: 0306-4522 ; EISSN: 1873-7544 ; Neuroscience ; https://hal.univ-lorraine.fr/hal-03629076 ; Neuroscience, Elsevier - International Brain Research Organization, 2021, 458, pp.244-255. ⟨10.1016/j.neuroscience.2020.12.036⟩ (2021)
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Formalizing Problem Solving in Computational Thinking : an Ontology approach
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In: IEEE ICDL 2021 – International Conference on Development and Learning 2021 ; https://hal.inria.fr/hal-03324136 ; IEEE ICDL 2021 – International Conference on Development and Learning 2021, Aug 2021, Beijing, China (2021)
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Corpus callosum morphology across the lifespan in baboons (Papio anubis): A cross-sectional study of relative mid-sagittal surface area and thickness
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In: ISSN: 0168-0102 ; EISSN: 1872-8111 ; Neuroscience Research ; https://hal-amu.archives-ouvertes.fr/hal-03196956 ; Neuroscience Research, Elsevier, 2021, ⟨10.1016/j.neures.2021.03.002⟩ (2021)
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Reconfiguration dynamics of a language-and-memory network in healthy participants and patients with temporal lobe epilepsy
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In: ISSN: 2213-1582 ; Neuroimage-Clinical ; https://hal.univ-grenoble-alpes.fr/hal-03247903 ; Neuroimage-Clinical, Elsevier, 2021, 31, pp.102702. ⟨10.1016/j.nicl.2021.102702⟩ (2021)
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The measurement, evolution, and neural representation of action grammars of human behavior
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In: ISSN: 2045-2322 ; EISSN: 2045-2322 ; Scientific Reports ; https://hal.archives-ouvertes.fr/hal-03278117 ; Scientific Reports, Nature Publishing Group, 2021, 11, pp.13720. ⟨10.1038/s41598-021-92992-5⟩ (2021)
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Genome-wide analysis of gene dosage in 24,092 individuals estimates that 10,000 genes modulate cognitive ability
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In: ISSN: 1359-4184 ; EISSN: 1476-5578 ; Molecular Psychiatry ; https://hal-pasteur.archives-ouvertes.fr/pasteur-03325369 ; Molecular Psychiatry, Nature Publishing Group, 2021, ⟨10.1038/s41380-020-00985-z⟩ (2021)
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Speech rehabilitation in post-stroke aphasia using visual illustration of speech articulators. A case report study
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In: ISSN: 0269-9206 ; EISSN: 1464-5076 ; Clinical Linguistics & Phonetics ; https://hal.archives-ouvertes.fr/hal-02879182 ; Clinical Linguistics & Phonetics, Taylor & Francis, 2021, 35 (3), pp.253-276. ⟨10.1080/02699206.2020.1780473⟩ (2021)
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Resting-State Functional Connectivity following Phonological Component Analysis: The Combined Action of Phonology and Visual Orthographic Cues
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In: ISSN: 2076-3425 ; Brain Sciences ; https://hal.uca.fr/hal-03474243 ; Brain Sciences, MDPI, 2021, 11, pp.1458. ⟨10.3390/brainsci11111458⟩ (2021)
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Anxious voice and avoidant language in interaction with a woman wearing an Islamic headscarf: field-experimental evidence from the Paris metro
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In: https://hal.archives-ouvertes.fr/hal-03140246 ; 2021 (2021)
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The interplay between domain-general and domain-specific mechanisms during the time-course of verbal associative learning: An event-related potential study
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In: ISSN: 1053-8119 ; EISSN: 1095-9572 ; NeuroImage ; https://hal.archives-ouvertes.fr/hal-03334736 ; NeuroImage, Elsevier, 2021, 242, pp.118443. ⟨10.1016/j.neuroimage.2021.118443⟩ (2021)
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Are Socio-Affective Impairments in Ataxia Related to Language and Processing Speed Deficits?
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In: ISSN: 2375-1916 ; Medical Research Archives ; https://halshs.archives-ouvertes.fr/halshs-03532428 ; Medical Research Archives, KEI Journals, 2021, 9 (10), ⟨10.18103/mra.v9i10.2563⟩ (2021)
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When you hear /baksɛt/ do you think /baskɛt/? Evidence for transposed-phoneme effect with multisyllabic words.
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In: ISSN: 0278-7393 ; EISSN: 1939-1285 ; Journal of Experimental Psychology: Learning, Memory, and Cognition ; https://hal.archives-ouvertes.fr/hal-03141336 ; Journal of Experimental Psychology: Learning, Memory, and Cognition, American Psychological Association, In press, ⟨10.1037/xlm0000978⟩ (2021)
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Developmental changes in neural letter‐selectivity: A 1‐year follow‐up of beginning readers
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In: ISSN: 1363-755X ; EISSN: 1467-7687 ; Developmental Science ; https://hal.archives-ouvertes.fr/hal-02931200 ; Developmental Science, Wiley, 2021, 21 (1), pp.e12999. ⟨10.1111/desc.12999⟩ (2021)
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The Same Ultra-Rapid Parallel Brain Dynamics Underpin the Production and Perception of Speech
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In: ISSN: 2632-7376 ; EISSN: 2632-7376 ; Cerebral Cortex Communications ; https://hal.archives-ouvertes.fr/hal-03317758 ; Cerebral Cortex Communications, Oxford University Press, 2021, 2 (3), ⟨10.1093/texcom/tgab040⟩ (2021)
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The neural correlates of embodied L2 learning Does embodied L2 verb learning affect representation and retention? ; Les corrélats neuronaux de l’apprentissage incarné d’une L2
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In: Neurobiology of Language ; https://hal.archives-ouvertes.fr/hal-03193707 ; Neurobiology of Language, In press (2021)
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Comparaison linguistique et neuro-physiologique de conversations humain humain et humain robot
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In: ISSN: 1248-9433 ; EISSN: 1965-0906 ; Revue TAL ; https://hal.archives-ouvertes.fr/hal-03349977 ; Revue TAL, ATALA (Association pour le Traitement Automatique des Langues), 2021, Dialogue et systèmes de dialogue / Dialogue and dialogue systems, 61 (3), pp.69-93 ; https://www.atala.org/sites/default/files/TAL-61-3-3_Hallart.pdf (2021)
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Disentangling Syntax and Semantics in the Brain with Deep Networks
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In: ICML 2021 - 38th International Conference on Machine Learning ; https://hal.archives-ouvertes.fr/hal-03361421 ; ICML 2021 - 38th International Conference on Machine Learning, Jul 2021, Online conference, France (2021)
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Abstract:
International audience ; The activations of language transformers like GPT-2 have been shown to linearly map onto brain activity during speech comprehension. However, the nature of these activations remains largely unknown and presumably conflate distinct linguistic classes. Here, we propose a taxonomy to factorize the high-dimensional activations of language models into four combinatorial classes: lexical, compositional, syntactic, and semantic representations. We then introduce a statistical method to decompose, through the lens of GPT-2's activations, the brain activity of 345 subjects recorded with functional magnetic resonance imaging (fMRI) during the listening of 4.6 hours of narrated text. The results highlight two findings. First, compositional representations recruit a more widespread cortical network than lexical ones, and encompass the bilateral temporal, parietal and prefrontal cortices. Second, contrary to previous claims, syntax and semantics are not associated with separated modules, but, instead, appear to share a common and distributed neural substrate. Overall, this study introduces a versatile framework to isolate, in the brain activity, the distributed representations of linguistic constructs.
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Keyword:
[INFO.INFO-AI]Computer Science [cs]/Artificial Intelligence [cs.AI]; [INFO.INFO-CL]Computer Science [cs]/Computation and Language [cs.CL]; [SCCO.NEUR]Cognitive science/Neuroscience
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URL: https://hal.archives-ouvertes.fr/hal-03361421/document https://hal.archives-ouvertes.fr/hal-03361421/file/Narratives_Syntax_semantics.pdf https://hal.archives-ouvertes.fr/hal-03361421
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The N170 component: an electrophysiological index of lexical access in good and poor readers?
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In: European Society for Cognitive Psychology ; European Society for Cognitive Psychology, Tenerife, Spain ; https://hal.archives-ouvertes.fr/hal-03475532 ; European Society for Cognitive Psychology, Tenerife, Spain, Sep 2021, Tenerife, Spain (2021)
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The Effect of Orthographic Transparency on Auditory Word Recognition Across the Development of Reading Proficiency
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In: ISSN: 1664-1078 ; Frontiers in Psychology ; https://hal.archives-ouvertes.fr/hal-03340208 ; Frontiers in Psychology, Frontiers, 2021, 12, ⟨10.3389/fpsyg.2021.691989⟩ (2021)
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