Author

David W. Gow

Harvard UniversityORCID 0000-0002-3349-7207Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Signature Assays, Organisms & Methods

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Organism:human· 2 Research Focus:cell type annotation· 1 Approach:deep learning· 1 Assay:electronic health records· 1 Assay:imaging· 1 Approach:statistical model· 1

Frequent Co-Authors

Enes AvcuiD· 2 shared David O. SorenseniD· 1 shared Seppo P. AhlforsiD· 1 shared Skyla Lynch· 1 shared

Activity by Year

2023-2023 · peak 2/yr

Co-Author Collaboration Network

4 top collaborators · 6 mutual co-author links

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2 shared papersNeuroscience

Enes AvcuORCID

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2 papers

Recent·Most cited

Exploring Abstract Pattern Representation in The Brain and Non-symbolic Neural Networks

Enes Avcu, David W. Gow

The paper shows that deep LSTM models can identify abstract repetition patterns in speech, with hidden node representations similar to brain activity in posterior temporal regions.

bioRxiv · Nov 27, 2023 · PreprintNeuroscience

Neural representation of phonological wordform in bilateral posterior temporal cortex

David O. Sorensen, Enes Avcu, Skyla Lynch, Seppo P. Ahlfors, David W. Gow

The paper uses neural decoding and effective connectivity analysis to identify bilateral posterior temporal cortex as the site of phonological wordform representation, distinct from phonemic or semantic representations.

bioRxiv · Jul 19, 2023 · PreprintNeuroscience