David E Carlson
13 papers · 2011–2021 · 1 conference · across top CS/AI conferences
Achievements
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π Academic Marathon (10) πΊοΈ Taxonomy Completionist (10) π§ Keyword Pioneer π Interdisciplinary Bridge π Cross-Pollinator (11)
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Cross-Pollinator
(11)
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Renaissance Researcher
(7)
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Dynamic Duo
(10)
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Keyword Champion
(3)
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Trend Setter
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Century Club
(13)
ποΈ
Keyword Collector
(99)
Conferences
NIPS (13)
Top co-authors
Keywords
gaussian process
(6)
local field potential
(3)
neural signal
(3)
spectral analysis
(3)
variational inference
(2)
neural dynamics
(2)
nonparametric bayesian
(2)
dirichlet process
(2)
hidden markov model
(2)
dictionary learning
(2)
bayesian inference
(2)
spike sorting
(2)
domain adaptation
(1)
compressed sensing
(1)
sequence modeling
(1)
cross-spectral analysis
(1)
bayesian nonparametrics
(1)
brain connectivity
(1)
dimensionality reduction
(1)
gaussian processes
(1)
Papers
Directed Spectrum Measures Improve Latent Network Models Of Neural Populations
NIPS 2021
Extracting Relationships by Multi-Domain Matching
NIPS 2018
YASS: Yet Another Spike Sorter
NIPS 2017
Targeting EEG/LFP Synchrony with Neural Nets
NIPS 2017
Cross-Spectral Factor Analysis
NIPS 2017
Deep Temporal Sigmoid Belief Networks for Sequence Modeling
NIPS 2015
GP Kernels for Cross-Spectrum Analysis
NIPS 2015
Preconditioned Spectral Descent for Deep Learning
NIPS 2015
On the relations of LFPs & Neural Spike Trains
NIPS 2014
Analysis of Brain States from Multi-Region LFP Time-Series
NIPS 2014
Designed Measurements for Vector Count Data
NIPS 2013
Real-Time Inference for a Gamma Process Model of Neural Spiking
NIPS 2013
On the Analysis of Multi-Channel Neural Spike Data
NIPS 2011