Evan W Archer
6 papers · 2013–2017 · 1 conference · across top CS/AI conferences
Achievements
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Conferences
NIPS (6)
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Research topics
Keywords
neural population
(3)
bayesian inference
(3)
variational inference
(3)
dirichlet process
(1)
ising model
(1)
maximum likelihood
(1)
maximum entropy
(1)
visual cortex
(1)
neural encoding
(1)
expectation maximization
(1)
neural activity
(1)
laplace approximation
(1)
statistical modeling
(1)
bayesian estimation
(1)
probabilistic modeling
(1)
neural population activity
(1)
maximum likelihood estimation
(1)
calcium imaging
(1)
neural population coding
(1)
dimensionality reduction
(1)
Papers
Fast amortized inference of neural activity from calcium imaging data with variational autoencoders
NIPS 2017
Linear dynamical neural population models through nonlinear embeddings
NIPS 2016
Low-dimensional models of neural population activity in sensory cortical circuits
NIPS 2014
Universal models for binary spike patterns using centered Dirichlet processes
NIPS 2013
Spectral methods for neural characterization using generalized quadratic models
NIPS 2013
Bayesian entropy estimation for binary spike train data using parametric prior knowledge
NIPS 2013