David E Carlson
13 papers · 2011–2021 · 1 venue · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (45) π£ Hot Topic Early Bird π Academic Marathon Β· Half π Interdisciplinary Bridge Β· Gold π€ Dynamic Duo (10)
π€
Dynamic Duo
(10)
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Keyword Champion
(3)
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Trend Setter
π
Renaissance Researcher
(6)
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Century Club Β· Bronze
ποΈ
Keyword Collector
(113)
Venues
Top co-authors
Research topics
Machine Learning
(13)
Healthcare & Medicine
(9)
Bayesian & Probabilistic Β· Machine Learning
(9)
Research
(9)
Artificial Intelligence
(8)
Bayesian & Probabilistic Β· Artificial Intelligence
(7)
Interdisciplinary
(6)
Core Methods
(6)
Optimization & Theory
(6)
Science
(6)
Deep Learning
(4)
Mathematics & Optimization
(3)
Application Areas
(2)
Architectures
(2)
Core AI
(2)
Keywords
gaussian process
(6)
local field potential
(4)
neural signal
(3)
spectral analysis
(3)
nonparametric bayesian
(2)
variational inference
(2)
spike sorting
(2)
dirichlet process
(2)
convolutional neural network
(2)
electrophysiological data
(2)
bayesian inference
(2)
dictionary learning
(2)
hidden markov model
(2)
neural dynamics
(2)
compressed sensing
(1)
approximate inference
(1)
sequence modeling
(1)
cross-spectral analysis
(1)
bayesian nonparametrics
(1)
gaussian processes
(1)
Papers
Directed Spectrum Measures Improve Latent Network Models Of Neural Populations
NeurIPS 2021
Extracting Relationships by Multi-Domain Matching
NeurIPS 2018
Cross-Spectral Factor Analysis
NeurIPS 2017
Targeting EEG/LFP Synchrony with Neural Nets
NeurIPS 2017
YASS: Yet Another Spike Sorter
NeurIPS 2017
Deep Temporal Sigmoid Belief Networks for Sequence Modeling
NeurIPS 2015
GP Kernels for Cross-Spectrum Analysis
NeurIPS 2015
Preconditioned Spectral Descent for Deep Learning
NeurIPS 2015
Analysis of Brain States from Multi-Region LFP Time-Series
NeurIPS 2014
On the relations of LFPs & Neural Spike Trains
NeurIPS 2014
Designed Measurements for Vector Count Data
NeurIPS 2013
Real-Time Inference for a Gamma Process Model of Neural Spiking
NeurIPS 2013
On the Analysis of Multi-Channel Neural Spike Data
NeurIPS 2011