Yasser Roudi

20 papers Journal 20
YearRankTypeTitle / Venue / Authors
2025 J jnl
Correction: The role of oscillations in grid cells' toroidal topology.
PLoS Comput. Biol.
Giovanni di Sarra, Siddharth Jha, Yasser Roudi
2025 J jnl
Lost in Retraining: Roaming the Parameter Space of Exponential Families Under Closed-Loop Learning.
CoRR
Fariba Jangjoo, Matteo Marsili, Yasser Roudi
2025 J jnl
The role of oscillations in grid cells' toroidal topology.
PLoS Comput. Biol.
Giovanni di Sarra, Siddharth Jha, Yasser Roudi
2025 J jnl
The unbearable lightness of Restricted Boltzmann Machines: Theoretical Insights and Biological Applications.
CoRR
Giovanni di Sarra, Barbara Bravi, Yasser Roudi
2024 J jnl
Sequential sampling without comparison to boundary through model-free reinforcement learning.
CoRR
Jamal Esmaily, Rani Moran, Yasser Roudi, Bahador Bahrami
2024 J jnl
The quality and complexity of pairwise maximum entropy models for large cortical populations.
PLoS Comput. Biol.
Valdemar Kargård Olsen, Jonathan R. Whitlock, Yasser Roudi
2022 J jnl
Quantifying Relevance in Learning and Inference.
CoRR
Matteo Marsili, Yasser Roudi
2021 J jnl
Restricted Boltzmann Machines as Models of Interacting Variables.
CoRR
Nicola Bulso, Yasser Roudi
2021 J jnl
Restricted Boltzmann Machines as Models of Interacting Variables.
Neural Comput.
Nicola Bulso, Yasser Roudi
2020 J jnl
Multiscale relevance and informative encoding in neuronal spike trains.
J. Comput. Neurosci.
Ryan John Cubero, Matteo Marsili, Yasser Roudi
2019 J jnl
On the Complexity of Logistic Regression Models.
Neural Comput.
Nicola Bulso, Matteo Marsili, Yasser Roudi
2019 J jnl
On the complexity of logistic regression models.
CoRR
Nicola Bulso, Matteo Marsili, Yasser Roudi
2018 J jnl
Minimum Description Length Codes Are Critical.
Entropy
Ryan John Cubero, Matteo Marsili, Yasser Roudi
2015 J jnl
Correlations and Functional Connections in a Population of Grid Cells.
PLoS Comput. Biol.
Benjamin A. Dunn, Maria Mørreaunet, Yasser Roudi
2015 J jnl
Learning with hidden variables.
CoRR
Yasser Roudi, Graham W. Taylor
2009 J jnl
Mutual information.
Scholarpedia
Peter E. Latham, Yasser Roudi
2009 J jnl
Pairwise Maximum Entropy Models for Studying Large Biological Systems: When They Can Work and When They Can't.
PLoS Comput. Biol.
Yasser Roudi, Sheila Nirenberg, Peter E. Latham
2009 J jnl
Statistical physics of pairwise probability models.
Frontiers Comput. Neurosci.
Yasser Roudi, Erik Aurell, John A. Hertz
2008 J jnl
Representing
PLoS Comput. Biol.
Yasser Roudi, Alessandro Treves
2007 J jnl
A Balanced Memory Network.
PLoS Comput. Biol.
Yasser Roudi, Peter E. Latham