Yasser Roudi

According to our database, Yasser Roudi authored at least 15 papers between 2007 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

The unbearable lightness of Restricted Boltzmann Machines: Theoretical Insights and Biological Applications.

Giovanni di Sarra, Barbara Bravi, Yasser Roudi

CoRR, January, 2025

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

Sequential sampling without comparison to boundary through model-free reinforcement learning.

Jamal Esmaily, Rani Moran, Yasser Roudi, Bahador Bahrami

CoRR, 2024

2022

Quantifying Relevance in Learning and Inference.

Matteo Marsili, Yasser Roudi

CoRR, 2022

2021

Restricted Boltzmann Machines as Models of Interacting Variables.

Nicola Bulso, Yasser Roudi

Neural Comput., 2021

2020

Multiscale relevance and informative encoding in neuronal spike trains.

Ryan John Cubero, Matteo Marsili, Yasser Roudi

J. Comput. Neurosci., 2020

2019

On the Complexity of Logistic Regression Models.

Nicola Bulso, Matteo Marsili, Yasser Roudi

Neural Comput., 2019

2018

Minimum Description Length Codes Are Critical.

Ryan John Cubero, Matteo Marsili, Yasser Roudi

Entropy, 2018

2015

Correlations and Functional Connections in a Population of Grid Cells.

Benjamin A. Dunn, Maria Mørreaunet, Yasser Roudi

PLoS Comput. Biol., 2015

Learning with hidden variables.

Yasser Roudi, Graham W. Taylor

CoRR, 2015

2009

Mutual information.

Peter E. Latham, Yasser Roudi

Scholarpedia, 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

Statistical physics of pairwise probability models.

Yasser Roudi, Erik Aurell, John A. Hertz

Frontiers Comput. Neurosci., 2009

2008

Representing <i>Where</i> along with <i>What</i> Information in a Model of a Cortical Patch.

Yasser Roudi, Alessandro Treves

PLoS Comput. Biol., 2008

2007

A Balanced Memory Network.

Yasser Roudi, Peter E. Latham

PLoS Comput. Biol., 2007