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gaussian process factor analysis

6 papers

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Also known as

GPFA

Co-occurring keywords

latent variable model (564) gaussian process (1200) variational inference (2069) neural population (44) factor analysis (62) neural population activity (10) neural trajectories (2) spiking activity (2) variational approximation (32) alzheimer disease (59)

Papers

Unsupervised representation learning with recognition-parametrised probabilistic models AISTATS 2023
Structured Recognition for Generative Models with Explaining Away NIPS 2022
Efficient Non-conjugate Gaussian Process Factor Models for Spike Count Data using Polynomial Approximations ICML 2020
Infra-slow brain dynamics as a marker for cognitive function and decline NIPS 2019
Temporal alignment and latent Gaussian process factor inference in population spike trains NIPS 2018
Gaussian-process factor analysis for low-dimensional single-trial analysis of neural population activity NIPS 2008