Author

Jacob Andreas

Massachusetts Institute of TechnologyORCID 0000-0002-3141-5845Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

Click to filter author papers

Animal Behavior & Cognition· 1 Neuroscience· 1

Signature Assays, Organisms & Methods

Click to filter · or open tag

Research Focus:benchmarking· 1 Approach:deep learning· 1 Organism:human· 1 Assay:imaging· 1 Organism:multiple species· 1 Approach:statistical model· 1

Frequent Co-Authors

Antonio B. TorralbaiD· 1 shared Carina KaufiD· 1 shared Daniela L. RusiD· 1 shared Evelina G. FedorenkoiD· 1 shared Greta TuckuteiD· 1 shared Pratyusha SharmaiD· 1 shared Roger LévyiD· 1 shared Shane GeroiD· 1 shared

Activity by Year

2023-2024 · peak 1/yr

Co-Author Collaboration Network

8 top collaborators · 12 mutual co-author links

Click any collaborator node to inspect or filter shared papers

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

Curved chords = mutual co-authorship

1 shared paperAnimal Behavior & Cognition

Antonio B. TorralbaORCID

Mutual co-authors in cluster

Author profile →

2 papers

Recent·Most cited

WhaleLM: Finding Structure and Information in Sperm Whale Vocalizations and Behavior with Machine Learning

Pratyusha Sharma, Shane Gero, Daniela L. Rus, Antonio B. Torralba, Jacob Andreas

This paper uses machine learning to analyze sperm whale vocalizations and behavior, finding structured patterns and predictive information in their communication.

bioRxiv · Oct 31, 2024 · PreprintAnimal Behavior & Cognition

Lexical semantic content, not syntactic structure, is the main contributor to ANN-brain similarity of fMRI responses in the language network

Carina Kauf, Greta Tuckute, Roger Lévy, Jacob Andreas, Evelina G. Fedorenko

This study shows that lexical semantic content, not syntax, drives similarity between ANN language model representations and fMRI brain responses in the language network.

Neurobiology of Language · Jul 18, 2023Peer-reviewedNeuroscience