Statistical Mechanics of Online Learning of Drifting Concepts: A Variational Approach. - Renato Vicente; Osame Kinouchi; Nestor Caticha (Mach. Learn., 1998)

Computational Capacity of an Odorant Discriminator: The Linear Separability of Curves. - Nestor Caticha; J. E. Palo Tejada; Doron Lancet; Eytan Domany (Neural Comput., 2002)

Multigrid priors for a Bayesian approach to fMRI. - Selene da Rocha Amaral; Said R. Rabbani; Nestor Caticha (NeuroImage, 2004)

BOLD response analysis by iterated local multigrid priors. - Selene da Rocha Amaral; Said R. Rabbani; Nestor Caticha (NeuroImage, 2007)

Statistical Mechanics of On-line Learning. - Michael Biehl; Nestor Caticha; Peter Riegler (Similarity-Based Clustering, 2009)

Inference from aging information. - Evaldo Araújo de Oliveira; Nestor Caticha (IEEE Trans. Neural Networks, 2010)

Agent-Based Social Psychology: from Neurocognitive Processes to Social Data. - Nestor Caticha; Renato Vicente (Adv. Complex Syst., 2011)

Relationship between global structural parameters and Enzyme Commission hierarchy: Implications for function prediction. - Marcelo Boareto; Michel E. B. Yamagishi; Nestor Caticha; Vitor B. P. Leite (Comput. Biol. Chem., 2012)

Moral foundations in an interacting neural networks society. - Renato Vicente; Alex Susemihl; João Pedro Jericó; Nestor Caticha (CoRR, 2013)

Source Localization by Entropic Inference and Backward Renormalization Group Priors. - Nestor Caticha (Entropy, 2015)

Supervised Variational Relevance Learning, An Analytic Geometric Feature Selection with Applications to Omic Datasets. - Marcelo Boareto; Jonatas Cesar; Vitor B. P. Leite; Nestor Caticha (IEEE ACM Trans. Comput. Biol. Bioinform., 2015)

Phase transition from egalitarian to hierarchical societies driven by competition between cognitive and social constraints. - Nestor Caticha; Rafael Calsaverini; Renato Vicente (CoRR, 2016)

Statistical physics of learning and inference. - Michael Biehl; Nestor Caticha; Manfred Opper; Thomas Villmann (ESANN, 2019)

Trust, law and ideology in a NN agent model of the US Appellate Courts. - Nestor Caticha; Felippe Alves (ESANN, 2019)

Entropic Dynamics in Neural Networks, the Renormalization Group and the Hamilton-Jacobi-Bellman Equation. - Nestor Caticha (Entropy, 2020)