Yasser Roudi

Publication Activity (10 Years)

Years Active: 2007-2022
Publications (10 Years): 7

Top Topics

Logistic Regression Models

Retinal Ganglion

Top Venues

J. Comput. Neurosci.

PLoS Comput. Biol.

Publications

Matteo Marsili, Yasser Roudi
Quantifying Relevance in Learning and Inference. CoRR (2022)
Nicola Bulso, Yasser Roudi
Restricted Boltzmann Machines as Models of Interacting Variables. Neural Comput. 33 (10) (2021)
Nicola Bulso, Yasser Roudi
Restricted Boltzmann Machines as Models of Interacting Variables. CoRR (2021)
Ryan John Cubero, Matteo Marsili, Yasser Roudi
Multiscale relevance and informative encoding in neuronal spike trains. J. Comput. Neurosci. 48 (1) (2020)
Nicola Bulso, Matteo Marsili, Yasser Roudi
On the complexity of logistic regression models. CoRR (2019)
Nicola Bulso, Matteo Marsili, Yasser Roudi
On the Complexity of Logistic Regression Models. Neural Comput. 31 (8) (2019)
Ryan John Cubero, Matteo Marsili, Yasser Roudi
Minimum Description Length Codes Are Critical. Entropy 20 (10) (2018)
Benjamin Dunn, Maria Mørreaunet, Yasser Roudi
Correlations and Functional Connections in a Population of Grid Cells. PLoS Comput. Biol. 11 (2) (2015)
Yasser Roudi, Graham Taylor
Learning with hidden variables. CoRR (2015)
Yasser Roudi, Sheila Nirenberg, Peter E. Latham
Pairwise Maximum Entropy Models for Studying Large Biological Systems: When They Can Work and When They Can't. PLoS Comput. Biol. 5 (5) (2009)
Yasser Roudi, Erik Aurell, John A. Hertz
Statistical physics of pairwise probability models. Frontiers Comput. Neurosci. 3 (2009)
Peter E. Latham, Yasser Roudi
Mutual information. Scholarpedia 4 (1) (2009)
Yasser Roudi, Alessandro Treves
Information in a Model of a Cortical Patch. PLoS Comput. Biol. 4 (3) (2008)
Yasser Roudi, Peter E. Latham
A Balanced Memory Network. PLoS Comput. Biol. 3 (9) (2007)