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Author Details

David Carlson
Duke University
2009
24
13
PMIDPaper TitleJournal TitlePublished Year
37662555Estimating a brain network predictive of stress and genotype with supervised autoencoders.J R Stat Soc Ser C Appl Stat2023
35294900Brain-wide electrical dynamics encode individual appetitive social behavior.Neuron2022
36777018Supervising the Decoder of Variational Autoencoders to Improve Scientific Utility.IEEE Trans Signal Process2022
33875887Geometric deep learning enables 3D kinematic profiling across species and environments.Nat Methods2021
35602911Directed Spectral Measures Improve Latent Network Models Of Neural Populations.Adv Neural Inf Process Syst2021
35754923Estimating Uncertainty Intervals from Collaborating Networks.J Mach Learn Res2021
32995751Attention-Based Network for Weak Labels in Neonatal Seizure Detection.Proc Mach Learn Res2020
30856552Continuing progress of spike sorting in the era of big data.Curr Opin Neurobiol2019
37113567On Target Shift in Adversarial Domain Adaptation.Proc Mach Learn Res2019
31129407Sources of volatile organic compounds in suburban homes in Shanghai, China, and the impact of air filtration on compound concentrations.Chemosphere2019
29374138A Shared Vision for Machine Learning in Neuroscience.J Neurosci2018
29502969Brain-wide Electrical Spatiotemporal Dynamics Encode Depression Vulnerability.Cell2018
28728677Dynamically Timed Stimulation of Corticolimbic Circuitry Activates a Stress-Compensatory Pathway.Biol Psychiatry2017
27346529Dysregulation of Prefrontal Cortex-Mediated Slow-Evolving Limbic Dynamics Drives Stress-Induced Emotional Pathology.Neuron2016
27191387Neuroprosthetic Decoder Training as Imitation Learning.PLoS Comput Biol2016
23912463Multichannel electrophysiological spike sorting via joint dictionary learning and mixture modeling.IEEE Trans Biomed Eng2014
23346048A translational platform for prototyping closed-loop neuromodulation systems.Front Neural Circuits2013
24111143A flexible algorithm framework for closed-loop neuromodulation research systems.Annu Int Conf IEEE Eng Med Biol Soc2013
23891081Relationship between intracortical electrode design and chronic recording function.Biomaterials2013
22275720Design and validation of a fully implantable, chronic, closed-loop neuromodulation device with concurrent sensing and stimulation.IEEE Trans Neural Syst Rehabil Eng2012
20643599Detection of viruses via statistical gene expression analysis.IEEE Trans Biomed Eng2011
22254420Emerging technology for advancing the treatment of epilepsy using a dynamic control framework.Annu Int Conf IEEE Eng Med Biol Soc2011
19964342A micropower support vector machine based seizure detection architecture for embedded medical devices.Annu Int Conf IEEE Eng Med Biol Soc2009
19965049An implantable bi-directional brain-machine interface system for chronic neuroprosthesis research.Annu Int Conf IEEE Eng Med Biol Soc2009
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Collaborators

Kafui Dzirasa
Duke University School of Medicine
Co-authored papers 7
Mai-Anh T Vu
Center for Cognitive Neuroscience, Duke University
Co-authored papers 3
Guillermo Sapiro
Duke University
Co-authored papers 2
Yong-Hui Jiang
Yale University School of Medicine
Co-authored papers 1
Cynthia Rudin
Duke University
Co-authored papers 1
Vikaas S Sohal
University of California san francisco
Co-authored papers 1
Geoffrey S Ginsburg
National Institutes of Health
Co-authored papers 1
Katherine Heller
Duke University
Co-authored papers 1
Helen S Mayberg
Icahn School of Medicine at Mount Sinai
Co-authored papers 1
Dmitry Tchapyjnikov
Duke University School of Medicine, USA Duke University School of Medicine
Co-authored papers 1
Joshua T Vogelstein
Johns Hopkins University
Co-authored papers 1
Gy??rgy Buzs??ki
Neuroscience Institute, Langone Medical Center, New York University
Co-authored papers 1
Conor Liston
Feil Family Brain and Mind Research Institute
Co-authored papers 1
T??lay Adali
University of Maryland
Co-authored papers 1
Demba Ba
Harvard University
Co-authored papers 1
Alcino J Silva
Integrative Center for Learning and Memory, University of California los angeles
Co-authored papers 1
Geraldine Dawson
Co-authored papers 1
Alik S Widge
University of Minnesota
Co-authored papers 1
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