← Authors

Evan W Archer

6 papers · 2013–2017 · 1 conference · across top CS/AI conferences

Achievements

πŸŒ‰ Interdisciplinary Bridge 🧭 Keyword Pioneer 🐝 Cross-Pollinator (15) 🌈 Renaissance Researcher (6) πŸ—ΊοΈ Taxonomy Completionist (20) 🐣 Hot Topic Early Bird πŸ“ˆ Trend Setter πŸ—ƒοΈ Keyword Collector (53)

Conferences

NIPS (6)

Top co-authors

Jonathan W Pillow (4) ll Memming Park (3) Jakob H. Macke (2) Kenneth Latimer (1) Artur Speiser (1) Lars Buesing (1) John P. Cunningham (1) Jinyao Yan (1) Nicholas Priebe (1) Liam Paninski (1)

Research topics

Probability (1)

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