2019

• Bulso, Nicola; Marsili, Matteo; Roudi, Yasser. (2019) On the complexity of logistic regression models. Neural Computation
  Academic article
• Cubero, Ryan John Abat; Junghyo, Jo; Marsili, Matteo; Roudi, Yasser; Juyong, Song. (2019) Statistical Criticality arises in Most Informative Representations . Journal of Statistical Mechanics: Theory and Experiment
  Academic article

2018

• Cubero, Ryan John Abat; Marsili, Matteo; Roudi, Yasser. (2018) Minimum Description Length Codes Are Critical. Entropy
  Academic article
• Mana, Piero; Rostami, Vahid; Torre, Emiliano; Roudi, Yasser. (2018) Maximum-entropy and representative samples of neuronal activity: a dilemma. arXiv.org
  Academic article

2017

• Kanter, Benjamin Richard; Lykken, Christine Marie; Avesar, Daniel; Weible, Aldis; Dickinson, Jasmine; Dunn, Benjamin Adric. (2017) A Novel Mechanism for the Grid-to-Place Cell Transformation Revealed by Transgenic Depolarization of Medial Entorhinal Cortex Layer II. Neuron
  Academic article
• Hertz, John A.; Roudi, Yasser; Sollich, Peter. (2017) Path integral methods for the dynamics of stochastic and disordered systems. Journal of Physics A: Mathematical and Theoretical
  Academic literature review
• Battistin, Claudia; Dunn, Benjamin Adric; Roudi, Yasser. (2017) Learning with unknowns: analyzing biological data in the presence of hidden variables. Current Opinion in Systems Biology
  Academic literature review

2016

• Rowland, David Clayton; Roudi, Yasser; Moser, May-Britt; Moser, Edvard Ingjald. (2016) Ten Years of Grid Cells. Annual Review of Neuroscience
  Academic article
• Bulso, Nicola; Marsili, Matteo; Roudi, Yasser. (2016) Sparse model selection in the highly under-sampled regime. Journal of Statistical Mechanics: Theory and Experiment
  Academic article
• Bachschmid-Romano, Ludovica; Battistin, Claudia; Opper, Manfred; Roudi, Yasser. (2016) Variational perturbation and extended Plefka approaches to dynamics on random networks: the case of the kinetic Ising model. Journal of Physics A: Mathematical and Theoretical
  Academic article

2015

• Battistin, Claudia; Hertz, John; Tyrcha, Joanna; Roudi, Yasser. (2015) Belief propagation and replicas for inference and learning in a kinetic Ising model with hidden spins. Journal of Statistical Mechanics: Theory and Experiment
  Academic article
• Borysov, Stanislav; Roudi, Yasser; Balatsky, Alexander. (2015) U.S. stock market interaction network as learned by the Boltzmann machine. European Physical Journal B : Condensed Matter Physics
  Academic article
• Dunn, Benjamin Adric; Mørreaunet, Maria; Roudi, Yasser. (2015) Correlations and functional connections in a population of grid cells. PLoS Computational Biology
  Academic article
• Roudi, Yasser; Dunn, Benjamin Adric; Hertz, John. (2015) Multi-neuronal activity and functional connectivity in cell assemblies. Current Opinion in Neurobiology
  Academic literature review
• Roudi, Yasser; Taylor, G.. (2015) Learning with hidden variables. Current Opinion in Neurobiology
  Academic literature review

2014

• Zeng, Hong-Li; Hertz, John; Roudi, Yasser. (2014) L1 regularization for reconstruction of a non-equilibrium ising model. Physica Scripta
  Academic article
• Moser, Edvard Ingjald; Roudi, Yasser; Witter, Menno; Kentros, Clifford; Bonhoeffer, Tobias; Moser, May-Britt. (2014) Grid cells and cortical representation. Nature Reviews Neuroscience
  Academic literature review

2013

• Marsili, Matteo; Iacopo, Mastromatteo; Roudi, Yasser. (2013) On sampling and modeling complex systems. Journal of Statistical Mechanics: Theory and Experiment
  Academic article
• Zeng, Hong-Li; Alava, Mikko; Aurell, Erik; Hertz, John; Roudi, Yasser. (2013) Maximum Likelihood Reconstruction for Ising Models with Asynchronous Updates. Physical Review Letters
  Academic article
• Tyrcha, Joanna; Roudi, Yasser; Marsili, M; Hertz, John. (2013) The effect of nonstationarity on models inferred from neural data. Journal of Statistical Mechanics: Theory and Experiment
  Academic article
• Couey, Jonathan Jay; Witoelar, Aree Widya; Zhang, Sheng Jia; Zheng, Kang; Ye, Jing; Dunn, Benjamin Adric. (2013) Recurrent inhibitory circuitry as a mechanism for grid formation. Nature Neuroscience
  Academic article
• Dunn, Benjamin Adric; Roudi, Yasser. (2013) Learning and inference in a nonequilibrium Ising model with hidden nodes. Physical Review E. Statistical, Nonlinear, and Soft Matter Physics
  Academic article
• Bonnevie, Tora; Dunn, Benjamin Adric; Fyhn, Marianne; Hafting, Torkel; Derdikman, Dori Moshe; Kubie, J. L.. (2013) Grid cells require excitatory drive from the hippocampus. Nature Neuroscience
  Academic article

2012

• Sakellario, Jason; Roudi, Yasser; Mezard, Marc; Hertz, John. (2012) Effect of coupling asymmetry on mean-field solutions of the direct and inverse Sherrington-Kirkpatrick model. Philosophical Magazine
  Academic article

2011

• Rashtabadi, Yasser Roudi; Hertz, John. (2011) Dynamical TAP equations for non-equilibrium Ising spin glasses. Journal of Statistical Mechanics: Theory and Experiment
  Academic article