A probabilistic population code based on neural samples. - Sabyasachi Shivkumar; Richard D. Lange; Ankani Chattoraj; Ralf M. Haefner (NeurIPS, 2018)

A confirmation bias due to approximate active inference. - Ankani Chattoraj; Sabyasachi Shivkumar; Yongsoo Ra; Ralf M. Haefner (CogSci, 2021)

A General Method for Testing Bayesian Models using Neural Data. - Gabor Lengyel; Sabyasachi Shivkumar; Ralf M. Haefner (UniReps, 2023)