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All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year Sort by creator [A → Z]' creator [Z → A]' publishing year ↑ (asc)' publishing year ↓ (desc)' title [A → Z]' title [Z → A]' Simple Search Page: 1 2 3 4 5...75 Hits 1 – 20 of 1.489 1 Cortical microstructure in primary progressive aphasia: a multicenter study. Illán-Gala, Ignacio; Montal, Victor; Borrego-Écija, Sergi... In: Alzheimer's research & therapy, vol 14, iss 1 (2022) BASE Show details 2 Imaging Clinical Subtypes and Associated Brain Networks in Alzheimer’s Disease Karl Herholz In: Brain Sciences; Volume 12; Issue 2; Pages: 146 (2022) BASE Show details 3 Intraoperative Brain Mapping in Multilingual Patients: What Do We Know and Where Are We Going? Jesús Martín-Fernández; Andreu Gabarrós; Alejandro Fernandez-Coello In: Brain Sciences; Volume 12; Issue 5; Pages: 560 (2022) BASE Show details 4 An Equivocal SCC Lesion—Antiepileptic-Induced CLOCC Maryla Kuczyńska; Monika Zbroja; Weronika Cyranka; Izabela Halczuk; Ewa Kopyto; Iwona Halczuk; Anna Drelich-Zbroja In: Brain Sciences; Volume 12; Issue 3; Pages: 384 (2022) BASE Show details 5 Increased connectivity among sensory and motor regions during visual and audiovisual speech perception Sommers, Mitchell S; Spehar, Brent; Myerson, Joel... In: Open Access Publications (2022) BASE Show details 6 Neural substrates of verbal repetition deficits in primary progressive aphasia. Dickerson, Bradford C.; Ezzo, Rania; Cordella, Claire. - 2021 BASE Show details 7 The Mapping of Deep Language Models on Brain Responses Primarily Depends on their Performance Caucheteux, Charlotte; King, Jean-Rémi In: https://hal.archives-ouvertes.fr/hal-03361439 ; 2021 (2021) Abstract: Recent deep networks like transformers not only excel in several language tasks, but their activations linearly map onto the human brain during language processing. Is this functional similarity caused by specific factors, such as the language abilities and the architecture of the algorithms? To address this issue, we analyze the brain responses to isolated sentences in a large cohort of 102 subjects, each recorded with both functional magnetic resonance imaging (fMRI) and magnetoencephalography (MEG). We then compare the ability of 32,400 transformer embeddings to linearly map onto these brain responses. Finally, we evaluate how the architecture, training, and performance of the models independently account for this brain mapping. Our analyses reveal two main findings. First, the similarity between brain responses and the activations of language models primarily depends on their ability to predict words from the context. Second, this similarity allows us to decompose and precisely track the rise and maintenance of perceptual, lexical, and compositional representations within each cortical region. Overall, this study evidences a partial convergence of language transformers to brainlike solutions, and shows how this phenomenon helps unravel the brain bases of natural language processing. Keyword: [INFO.INFO-AI]Computer Science [cs]/Artificial Intelligence [cs.AI]; [INFO.INFO-CL]Computer Science [cs]/Computation and Language [cs.CL]; [INFO.INFO-LG]Computer Science [cs]/Machine Learning [cs.LG]; [SCCO.NEUR]Cognitive science/Neuroscience; Encoding; Functional Magnetic Resonance Imaging; Magneto-encephalography; Natural Language Processing URL: https://hal.archives-ouvertes.fr/hal-03361439 https://hal.archives-ouvertes.fr/hal-03361439/file/Mous_mapping.pdf https://hal.archives-ouvertes.fr/hal-03361439/document BASE Hide details 8 Multimodal dataset of real-time 2D and static 3D MRI of healthy French speakers Isaieva, Karyna; Laprie, Yves; Leclère, Justine... In: ISSN: 2052-4463 ; EISSN: 2052-4463 ; Scientific Data ; https://hal.archives-ouvertes.fr/hal-03507532 ; Scientific Data , Nature Publishing Group, 2021, 8 (1), pp.258. ⟨10.1038/s41597-021-01041-3⟩ (2021) BASE Show details 9 BI-RADS Reading of Non-Mass Lesions on DCE-MRI and Differential Diagnosis Performed by Radiomics and Deep Learning. Zhou, Jiejie; Liu, Yan-Lin; Zhang, Yang. - : eScholarship, University of California, 2021 BASE Show details 10 BI-RADS Reading of Non-Mass Lesions on DCE-MRI and Differential Diagnosis Performed by Radiomics and Deep Learning. Zhou, Jiejie; Liu, Yan-Lin; Zhang, Yang. - : eScholarship, University of California, 2021 BASE Show details 11 Resting functional connectivity in the semantic appraisal network predicts accuracy of emotion identification. Yang, Winson FZ; Toller, Gianina; Shdo, Suzanne. - : eScholarship, University of California, 2021 BASE Show details 12 Resting functional connectivity in the semantic appraisal network predicts accuracy of emotion identification. Yang, Winson FZ; Toller, Gianina; Shdo, Suzanne. - : eScholarship, University of California, 2021 BASE Show details 13 A Bayesian optimization approach for rapidly mapping residual network function in stroke. ... Lorenz, Romy; Johal, Michelle; Dick, Frederic. - : Apollo - University of Cambridge Repository, 2021 BASE Show details 14 The Neurobiological Relationship Between Childhood Maltreatment and Major Depressive Disorder (MDD) Clinton, Morgan In: Global Tides (2021) BASE Show details 15 Age-related differences in the neural bases of phonological and semantic processes in the context of task-irrelevant information. Truong, Trong-Kha; Johnson, Micah A; Madden, David J. - : Springer Science and Business Media LLC, 2021 BASE Show details 16 Age-related differences in the neural bases of phonological and semantic processes. Burke, Deborah M; Diaz, Michele T; Madden, David J. - : MIT Press - Journals, 2021 BASE Show details 17 Age-related differences in resolving semantic and phonological competition during receptive language tasks. Madden, David J; Johnson, Micah A; Zhuang, Jie. - : Elsevier BV, 2021 BASE Show details 18 Engagement of Language and Domain General Networks during Word Monitoring in a Native and Unknown Language Kelly Cotosck; Jed Meltzer; Mariana Nucci... In: Brain Sciences ; Volume 11 ; Issue 8 (2021) BASE Show details 19 Assessing PD-L1 Expression Status Using Radiomic Features from Contrast-Enhanced Breast MRI in Breast Cancer Patients: Initial Results Roberto Lo Gullo; Hannah Wen; Jeffrey S. Reiner; Raza Hoda; Varadan Sevilimedu; Danny F. Martinez; Sunitha B. Thakur; Maxine S. Jochelson; Peter Gibbs; Katja Pinker In: Cancers; Volume 13; Issue 24; Pages: 6273 (2021) BASE Show details 20 Is Instructional Scaffolding a Better Strategy for Teaching Writing to EFL Learners? A Functional MRI Study in Healthy Young Adults Hung-Cheng Tai; Chun-Ming Chen; Yuan-Hsiung Tsai... In: Brain Sciences ; Volume 11 ; Issue 11 (2021) BASE Show details Page: 1 2 3 4 5...75

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