A Balanced Memory Network. - Yasser Roudi; Peter E. Latham (PLoS Comput. Biol., 2007)

Representing Where along with What Information in a Model of a Cortical Patch. - Yasser Roudi; Alessandro Treves (PLoS Comput. Biol., 2008)

Statistical physics of pairwise probability models. - Yasser Roudi; Erik Aurell; John A. Hertz (Frontiers Comput. Neurosci., 2009)

Pairwise Maximum Entropy Models for Studying Large Biological Systems: When They Can Work and When They Can't. - Yasser Roudi; Sheila Nirenberg; Peter E. Latham (PLoS Comput. Biol., 2009)

Mutual information. - Peter E. Latham; Yasser Roudi (Scholarpedia, 2009)

Learning with hidden variables. - Yasser Roudi; Graham W. Taylor (CoRR, 2015)

Correlations and Functional Connections in a Population of Grid Cells. - Benjamin A. Dunn; Maria Mørreaunet; Yasser Roudi (PLoS Comput. Biol., 2015)

Minimum Description Length Codes Are Critical. - Ryan John Cubero; Matteo Marsili; Yasser Roudi (Entropy, 2018)

On the Complexity of Logistic Regression Models. - Nicola Bulso; Matteo Marsili; Yasser Roudi (Neural Comput., 2019)

Multiscale relevance and informative encoding in neuronal spike trains. - Ryan John Cubero; Matteo Marsili; Yasser Roudi (J. Comput. Neurosci., 2020)

Restricted Boltzmann Machines as Models of Interacting Variables. - Nicola Bulso; Yasser Roudi (Neural Comput., 2021)

Quantifying Relevance in Learning and Inference. - Matteo Marsili; Yasser Roudi (CoRR, 2022)

Sequential sampling without comparison to boundary through model-free reinforcement learning. - Jamal Esmaily; Rani Moran; Yasser Roudi; Bahador Bahrami (CoRR, 2024)

The quality and complexity of pairwise maximum entropy models for large cortical populations. - Valdemar Kargård Olsen; Jonathan R. Whitlock; Yasser Roudi (PLoS Comput. Biol., 2024)

The role of oscillations in grid cells' toroidal topology. - Giovanni di Sarra; Siddharth Jha; Yasser Roudi (PLoS Comput. Biol., 2025)

The unbearable lightness of Restricted Boltzmann Machines: Theoretical Insights and Biological Applications. - Giovanni di Sarra; Barbara Bravi; Yasser Roudi (CoRR, 2025)

Lost in Retraining: Roaming the Parameter Space of Exponential Families Under Closed-Loop Learning. - Fariba Jangjoo; Matteo Marsili; Yasser Roudi (CoRR, 2025)