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ORCIDYasser Roudi
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2020 – today
- 2024
[j11]Valdemar Kargård Olsen
, Jonathan R. Whitlock, Yasser Roudi:
The quality and complexity of pairwise maximum entropy models for large cortical populations. PLoS Comput. Biol. 20(5): 1012074 (2024)- [i5]Jamal Esmaily, Rani Moran, Yasser Roudi, Bahador Bahrami:
Sequential sampling without comparison to boundary through model-free reinforcement learning. CoRR abs/2408.06080 (2024) - 2022
- [i4]Matteo Marsili, Yasser Roudi:
Quantifying Relevance in Learning and Inference. CoRR abs/2202.00339 (2022) - 2021
- [j10]Nicola Bulso, Yasser Roudi:
Restricted Boltzmann Machines as Models of Interacting Variables. Neural Comput. 33(10): 2646-2681 (2021) - [i3]Nicola Bulso, Yasser Roudi:
Restricted Boltzmann Machines as Models of Interacting Variables. CoRR abs/2103.15917 (2021) - 2020
- [j9]Ryan John Cubero, Matteo Marsili, Yasser Roudi:
Multiscale relevance and informative encoding in neuronal spike trains. J. Comput. Neurosci. 48(1): 85-102 (2020)
2010 – 2019
- 2019
- [j8]Nicola Bulso, Matteo Marsili, Yasser Roudi:
On the Complexity of Logistic Regression Models. Neural Comput. 31(8): 1592-1623 (2019) - [i2]Nicola Bulso, Matteo Marsili, Yasser Roudi:
On the complexity of logistic regression models. CoRR abs/1903.00386 (2019) - 2018
- [j7]Ryan John Cubero, Matteo Marsili, Yasser Roudi:
Minimum Description Length Codes Are Critical. Entropy 20(10): 755 (2018) - 2015
- [j6]Benjamin A. Dunn, Maria Mørreaunet, Yasser Roudi:
Correlations and Functional Connections in a Population of Grid Cells. PLoS Comput. Biol. 11(2) (2015) - [i1]Yasser Roudi, Graham W. Taylor:
Learning with hidden variables. CoRR abs/1506.00354 (2015)
2000 – 2009
- 2009
- [j5]Yasser Roudi, Erik Aurell, John A. Hertz:
Statistical physics of pairwise probability models. Frontiers Comput. Neurosci. 3: 22 (2009) - [j4]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) - [j3]Peter E. Latham, Yasser Roudi:
Mutual information. Scholarpedia 4(1): 1658 (2009) - 2008
- [j2]Yasser Roudi, Alessandro Treves:
Representing Where along with What Information in a Model of a Cortical Patch. PLoS Comput. Biol. 4(3) (2008) - 2007
- [j1]Yasser Roudi, Peter E. Latham:
A Balanced Memory Network. PLoS Comput. Biol. 3(9) (2007)
Coauthor Index
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