A Biologically Realistic Model of Saccadic Eye Control with Probabilistic Population Codes - Sacha Sokoloski (CoRR, 2012)

Nonlinear Filtering with Population Codes. - Sacha Sokoloski (CoRR, 2015)

Implementing a Bayes Filter in a Neural Circuit: The Case of Unknown Stimulus Dynamics. - Sacha Sokoloski (Neural Comput., 2017)

Implementing Bayesian Inference with Neural Networks - Sacha Sokoloski (2017)

Conditional Finite Mixtures of Poisson Distributions for Context-Dependent Neural Correlations. - Sacha Sokoloski; Ruben Coen Cagli (CoRR, 2019)

Hierarchical mixtures of Gaussians for combined dimensionality reduction and clustering. - Sacha Sokoloski; Philipp Berens (CoRR, 2022)

A computational approach to visual ecology with deep reinforcement learning. - Sacha Sokoloski; Jure Majnik; Philipp Berens (CoRR, 2024)

A Unified Theory of Exact Inference and Learning in Exponential Family Latent Variable Models. - Sacha Sokoloski (CoRR, 2024)