High-dimensional inference with the generalized Hopfield model: Principal component analysis and corrections

Adaptive Cluster Expansion for Inferring Boltzmann Machines with Noisy Data

(2011) S. Cocco et al.   PHYSICAL REVIEW LETTERS

High-dimensional Ising model selection using ℓ 1 -regularized logistic regression

(2010) Pradeep Ravikumar et al.   ANNALS OF STATISTICS

Statistical mechanics of learning orthogonal signals for general covariance models

(2010) David C Hoyle   JOURNAL OF STATISTICAL MECHANICS-THEORY AND EXPERIMENT

Intrinsic limitations of the susceptibility propagation inverse inference for the mean field Ising spin glass

(2010) Enzo Marinari et al.   JOURNAL OF STATISTICAL MECHANICS-THEORY AND EXPERIMENT

Message passing algorithms for the Hopfield network reconstruction: Threshold behavior and limitation

(2010) Haiping Huang   PHYSICAL REVIEW E

Protein Sectors: Evolutionary Units of Three-Dimensional Structure

(2009) Najeeb Halabi et al.   CELL

Constraint satisfaction problems and neural networks: A statistical physics perspective

(2009) Marc Mézard et al.   JOURNAL OF PHYSIOLOGY-PARIS

Replay of rule-learning related neural patterns in the prefrontal cortex during sleep

(2009) Adrien Peyrache et al.   NATURE NEUROSCIENCE

Ising model for neural data: Model quality and approximate methods for extracting functional connectivity

(2009) Yasser Roudi et al.   PHYSICAL REVIEW E

Neuronal couplings between retinal ganglion cells inferred by efficient inverse statistical physics methods

(2009) S. Cocco et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Identification of direct residue contacts in protein-protein interaction by message passing

(2008) M. Weigt et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA