Browsing by Author "Lin, Lizhen"
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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 ...