Song, Mingyu, Persis A. Baah, Ming Bo Cai, and Yael Niv. 2022. “Humans Combine Value Learning and Hypothesis Testing Strategically in Multi-Dimensional Probabilistic Reward Learning”. Preprint: Humans combine value learning and hypothesis testing strategically in multi-dimensional probabilistic reward learning.

Song, Mingyu, Carolyn E. Jones, Marie-H. Monfils, and Yael Niv. 2022. “Explaining the Effectiveness of Fear Extinction through Latent-Cause Inference”. Neurons, Behavior, Data Analysis, and Theory. PDF: Explaining the effectiveness of fear extinction through latent-cause inference.

Song, Mingyu, Yuji Takahashi, Amanda Burton, Matthew Roesch, Geoffrey Schoenbaum, Yael Niv, and Angela Langdon. 2022. “Minimal Cross-Trial Generalization in Learning the Representation of an Odor-Guided Choice Task”. PLOS Computational Biology 18 (3). PDF: Minimal cross-trial generalization in learning the representation of an odor-guided choice task.

Langdon, Angela, Mingyu Song, and Yael Niv. (2019) 2019. “Uncovering the ‘state’: Tracing the Hidden State Representations That Structure Learning and Decision-Making”. Behavioural Processes 167: 103891. doi:10.1016/j.beproc.2019.103891.