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David E Carlson (David Carlson)

Publication Activity (10 Years)

Years Active: 2016-2021
Publications (10 Years): 4

Top Topics

Machine Learning

Functional Connectivity

Top Venues

The Journal of neuroscience : the official journal of the Society for Neuroscience

Scientific reports

PLoS computational biology

Duke University

Duke University (PHD)

This page only lists publications with an associated author ORCID identifier.

Affiliation History

Duke University Jul 1o 2017

United States

Assistant Professor :: Civil and Environmental Engineering; Biostatistics and Bioinformatics; Computer Science; Electrical and Computer Engineering

Education History

Duke University

United States

PHD :: Electrical and Computer Engineering

Publications

Timothy W Dunn, Jesse D Marshall, Kyle S Severson, Diego E Aldarondo, David G C Hildebrand, Selmaan N Chettih, William L Wang, Amanda J Gellis, David E Carlson, Dmitriy Aronov, Winrich A Freiwald, Fan Wang, Bence P Ölveczky
Geometric deep learning enables 3D kinematic profiling across species and environments. Nature methods 18 (5) (2021)
Dmitry Yu Isaev, Samantha Major, Michael Murias, Kimberly L H Carpenter, David E Carlson, Guillermo Sapiro, Geraldine Dawson
Relative Average Look Duration and its Association with Neurophysiological Activity in Young Children with Autism Spectrum Disorder. Scientific reports 10 (1) (2020)
Mai-Anh T Vu, Tülay Adali, Demba Ba, György Buzsáki, David E Carlson, Katherine Heller, Conor Liston, Cynthia Rudin, Vikaas Singh Sohal, Alik S Widge, Helen S Mayberg, Guillermo Sapiro, Kafui Dzirasa
A Shared Vision for Machine Learning in Neuroscience. The Journal of neuroscience : the official journal of the Society for Neuroscience 38 (7) (2018)
Josh Merel, David E Carlson, Liam Paninski, John P Cunningham
Neuroprosthetic Decoder Training as Imitation Learning. PLoS computational biology 12 (5) (2016)