Browsing by Author "Lin, Lizhen"

Data augmentation for models based on rejection sampling.

Rao, Vinayak; Lin, Lizhen; Dunson, David B (Biometrika, 2016-06)

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 ...

Neural-PDE: a RNN based neural network for solving time dependent PDEs

Hu, Yihao; Zhao, Tong; Xu, Shixin; Lin, Lizhen; Xu, Zhiliang (COMMUNICATIONS IN INFORMATION AND SYSTEMS, 2022)

Rat intersubjective decisions are encoded by frequency-specific oscillatory contexts.

Schaich Borg, Jana; Srivastava, Sanvesh; Lin, Lizhen; Heffner, Joseph; Dunson, David; Dzirasa, Kafui; de Lecea, Luis (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 ...