Likelihood Approximation Networks (LANs) for Fast Inference of Simulation Models in Cognitive Neuroscience
Alexander Fengler, Lakshmi Narasimhan Govindarajan, Tony Chen, Michael J. Frank
This paper introduces neural networks to approximate likelihoods for generative models in cognitive neuroscience, enabling fast posterior sampling and accurate parameter recovery.
eLife · Apr 6, 2021Peer-reviewedNeuroscience