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Data augmentation for models based on rejection sampling.
We present a data augmentation scheme to perform Markov chain Monte Carlo inference for models where data generation involves a rejection sampling algorithm. Our idea is a simple scheme to instantiate the rejected proposals ...
Rat intersubjective decisions are encoded by frequency-specific oscillatory contexts.
(Brain Behav, 2017-06)
INTRODUCTION: It is unknown how the brain coordinates decisions to withstand personal costs in order to prevent other individuals' distress. Here we test whether local field potential (LFP) oscillations between brain regions ...