Author

Charlotte Caucheteux

Institut national de recherche en sciences et technologies du numériqueORCID 0000-0002-3965-3143Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

Click to filter author papers

Neuroscience· 2

Signature Assays, Organisms & Methods

Click to filter · or open tag

Research Focus:benchmarking· 2 Organism:human· 2 Assay:imaging· 2 Approach:statistical model· 2 Approach:transformer / foundation model· 2 Approach:deep learning· 1 Approach:machine learning (classical)· 1 Approach:mixed model· 1

Frequent Co-Authors

Jean-Rémi KingiD· 2 shared Alexandre GramfortiD· 1 shared

Activity by Year

2020-2021 · peak 1/yr

Co-Author Collaboration Network

2 top collaborators · 1 mutual co-author link

Click any collaborator node to inspect or filter shared papers

Focal author (center)Selected co-authorORCID co-authorUnlinked name

Curved chords = mutual co-authorship

2 shared papersNeuroscience

Jean-Rémi KingORCID

Mutual co-authors in cluster

Author profile →

2 papers

Recent·Most cited

NeurosciencebioRxivPreprintApr 20, 2021

✦ In-depth digest

GPT-2's activations predict the degree of semantic comprehension in the human brain

Charlotte Caucheteux, Alexandre Gramfort, Jean-Rémi King

Across 101 listeners, how well GPT-2 layer-8 activations predict fMRI responses to spoken stories tracks story comprehension, with a correlation of R = 0.50 across subject-story pairs.

45 citations

humanimaging

𝕏 PostBluesky

NeurosciencebioRxivPreprintJul 3, 2020

✦ In-depth digest

Language processing in brains and deep neural networks: computational convergence and its limits

Charlotte Caucheteux, Jean-Rémi King

In 3,600 transformer checkpoints compared with fMRI and MEG of 102 readers, middle layers best predict brain activity and grow more brain-like as word-prediction accuracy improves; input embeddings diverge.

49 citations

humanimaging

𝕏 PostBluesky