David E. Carlson
David E. Carlson
Assistant Professor, Duke University
Verified email at - Homepage
Cited by
Cited by
Preconditioned stochastic gradient Langevin dynamics for deep neural networks
C Li, C Chen, D Carlson, L Carin
AAAI Conference on Artificial Intelligence, 2016
Field evaluation of low-cost particulate matter sensors in high and low concentration environments
T Zheng, MH Bergin, KK Johnson, SN Tripathi, S Shirodkar, MS Landis, ...
Atmospheric Measurement Techniques, 2018
Relationship between intracortical electrode design and chronic recording function
L Karumbaiah, T Saxena, D Carlson, K Patil, R Patkar, EA Gaupp, ...
Biomaterials 34 (33), 8061-8074, 2013
Video Generation From Text
Y Li, MR Min, D Shen, D Carlson, L Carin
AAAI Conference on Artificial Intelligence, 2018
Storygan: A sequential conditional gan for story visualization
Y Li, Z Gan, Y Shen, J Liu, Y Cheng, Y Wu, L Carin, D Carlson, J Gao
Proceedings of the IEEE/CVF conference on computer vision and pattern …, 2019
A shared vision for machine learning in neuroscience
MAT Vu, T Adalı, D Ba, G Buzsáki, D Carlson, K Heller, C Liston, C Rudin, ...
Journal of Neuroscience 38 (7), 1601-1607, 2018
Brain-wide electrical spatiotemporal dynamics encode depression vulnerability
R Hultman, K Ulrich, BD Sachs, C Blount, DE Carlson, N Ndubuizu, ...
Cell 173 (1), 166-180. e14, 2018
Geometric deep learning enables 3D kinematic profiling across species and environments
TW Dunn, JD Marshall, KS Severson, DE Aldarondo, DGC Hildebrand, ...
Nature methods 18 (5), 564-573, 2021
Learning deep sigmoid belief networks with data augmentation
Z Gan, R Henao, D Carlson, L Carin
Artificial Intelligence and Statistics, 268-276, 2015
Dysregulation of prefrontal cortex-mediated slow-evolving limbic dynamics drives stress-induced emotional pathology
R Hultman, SD Mague, Q Li, BM Katz, N Michel, L Lin, J Wang, LK David, ...
Neuron 91 (2), 439-452, 2016
Extracting relationships by multi-domain matching
Y Li, DE Carlson
Advances in neural information processing systems 31, 2018
Scalable Deep Poisson Factor Analysis for Topic Modeling
Z Gan, C Chen, R Henao, D Carlson, L Carin
ICML, 2015
Bridging the gap between stochastic gradient MCMC and stochastic optimization
C Chen, D Carlson, Z Gan, C Li, L Carin
Artificial Intelligence and Statistics, 1051-1060, 2016
Deep temporal sigmoid belief networks for sequence modeling
Z Gan, C Li, R Henao, DE Carlson, L Carin
Advances in Neural Information Processing Systems 28, 2015
Bit-oriented data link control procedures
D Carlson
IEEE Transactions on Communications 28 (4), 455-467, 1980
Continuing progress of spike sorting in the era of big data
D Carlson, L Carin
Current opinion in neurobiology 55, 90-96, 2019
Targeting EEG/LFP Synchrony with Neural Nets
Y Li, M Murias, S Major, G Dawson, K Dzirasa, L Carin, DE Carlson
Advances in Neural Information Processing Systems, 2017
GP kernels for cross-spectrum analysis
KR Ulrich, DE Carlson, K Dzirasa, L Carin
Advances in neural information processing systems 28, 2015
Multichannel electrophysiological spike sorting via joint dictionary learning and mixture modeling
DE Carlson, JT Vogelstein, Q Wu, W Lian, M Zhou, CR Stoetzner, D Kipke, ...
IEEE Transactions on Biomedical Engineering 61 (1), 41-54, 2013
Estimating ground-level PM2. 5 using micro-satellite images by a convolutional neural network and random forest approach
T Zheng, MH Bergin, S Hu, J Miller, DE Carlson
Atmospheric Environment 230, 117451, 2020
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