Optimal generalization in perceptions O Kinouchi, N Caticha Journal of Physics A: mathematical and General 25 (23), 6243, 1992 | 162 | 1992 |

On-line learning in the committee machine M Copelli, N Caticha Journal of Physics A: Mathematical and General 28 (6), 1615, 1995 | 58 | 1995 |

Computational neurobiology of the flash-lag effect MVC Baldo, N Caticha Vision research 45 (20), 2620-2630, 2005 | 57 | 2005 |

Lower bounds on generalization errors for drifting rules O Kinouchi, N Caticha Journal of Physics A: Mathematical and General 26 (22), 6161, 1993 | 54 | 1993 |

Statistical mechanics of online learning of drifting concepts: A variational approach R Vicente, O Kinouchi, N Caticha Machine Learning 32 (2), 179-201, 1998 | 35 | 1998 |

Underlying dynamics of typical fluctuations of an emerging market price index: The Heston model from minutes to months R Vicente, CM de Toledo, VBP Leite, N Caticha Physica A: Statistical Mechanics and its Applications 361 (1), 272-288, 2006 | 34 | 2006 |

Functional optimization of online algorithms in multilayer neural networks R Vicente, N Caticha Journal of Physics A: Mathematical and General 30 (17), L599, 1997 | 33 | 1997 |

Statistical Mechanics of On--line Learning and Generalization M Biehl, N Caticha The handbook of brain theory and neural networks, 2003 | 32 | 2003 |

Opinion dynamics of learning agents: does seeking consensus lead to disagreement? R Vicente, ACR Martins, N Caticha Journal of Statistical Mechanics: Theory and Experiment 2009 (03), P03015, 2009 | 30 | 2009 |

Learning algorithm that gives the Bayes generalization limit for perceptrons O Kinouchi, N Caticha Physical Review E 54 (1), R54, 1996 | 28 | 1996 |

Noise robustness in multilayer neural networks M Copelli, R Eichhorn, O Kinouchi, M Biehl, R Simonetti, P Riegler, ... EPL (Europhysics Letters) 37 (6), 427, 1997 | 25 | 1997 |

Equivalence between learning in noisy perceptrons and tree committee machines M Copelli, O Kinouchi, N Caticha Physical Review E 53 (6), 6341, 1996 | 25 | 1996 |

Moral foundations in an interacting neural networks society: A statistical mechanics analysis R Vicente, A Susemihl, JP Jericó, N Caticha Physica A: Statistical Mechanics and its Applications 400, 124-138, 2014 | 22 | 2014 |

Agent-based social psychology: from neurocognitive processes to social data N Caticha, R Vicente Advances in Complex Systems 14 (05), 711-731, 2011 | 22 | 2011 |

Non-universal exponents and marginal operators via a Monte Carlo renormalisation group J Chahine, JRD de Felicio, N Caticha Journal of Physics A: Mathematical and General 22 (10), 1639, 1989 | 22 | 1989 |

On-line learning in parity machines R Simonetti, N Caticha Journal of Physics A: Mathematical and General 29 (16), 4859, 1996 | 20 | 1996 |

Altruism can proliferate through population viscosity despite high random gene flow RH Schonmann, R Vicente, N Caticha PloS one 8 (8), e72043, 2013 | 19 | 2013 |

On-line versus off-line learning in the linear perceptron: A comparative study O Kinouchi, N Caticha Physical Review E 52 (3), 2878, 1995 | 18 | 1995 |

Dynamics of the evolution of learning algorithms by selection JP Neirotti, N Caticha Physical Review E 67 (4), 041912, 2003 | 17 | 2003 |

Supervised variational relevance learning, an analytic geometric feature selection with applications to omic datasets M Boareto, J Cesar, VBP Leite, N Caticha IEEE/ACM Transactions on Computational Biology and Bioinformatics 12 (3 …, 2014 | 16 | 2014 |