Author

Tucker Tomlinson

Northwestern University

Listed by name: these papers carry no ORCID for this author, so different people with the same name may be mixed together.

Biology Disciplines

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Neuroscience· 1

Signature Assays, Organisms & Methods

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Research Focus:differential expression· 1 Assay:electronic health records· 1 Organism:human· 1 Approach:machine learning (classical)· 1 Organism:rat· 1

Frequent Co-Authors

Ari S. BenjaminiD· 1 shared Christopher VersteegiD· 1 shared Hugo L. Fernandes· 1 shared Konrad Paul KordingiD· 1 shared Lee E. MilleriD· 1 shared Pavan RamkumariD· 1 shared Raeed H. ChowdhuryiD· 1 shared

Activity by Year

2018-2018 · peak 1/yr

Co-Author Collaboration Network

7 top collaborators · 21 mutual co-author links

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1 shared paperNeuroscience

Ari S. BenjaminORCID

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1 paper

Recent·Most cited

Modern machine learning outperforms GLMs at predicting spikes

Ari S. Benjamin, Hugo L. Fernandes, Tucker Tomlinson, Pavan Ramkumar, Christopher Versteeg, Raeed H. Chowdhury, Lee E. Miller, Konrad Paul Kording

This study compares GLMs to machine learning methods for predicting neural spikes and finds that modern methods like XGBoost and ensembles are more accurate and robust.

Frontiers in Computational Neuroscience · Jul 19, 2018Peer-reviewedNeuroscience