32 citations · 217 across the 24 of their papers we have counts for
24 papers
Integrated Information, a Complexity Measure for optimal partitions
Otavio Citton, Nestor Caticha
Motivated by the possible applications that a better understanding of consciousness might bring, we follow Tononi's idea and calculate analytically a complexity index for two syste…
Interacting Dreaming Neural Networks
Pietro Zanin, Nestor Caticha
We study the interaction of agents, where each one consists of an associative memory neural network trained with the same memory patterns and possibly different reinforcement-unlea…
Homo Entropicus, the emotional agent and societies of Neural Networks
Felippe Alves, Nestor Caticha
A neural network with a learning algorithm optimized by information theory entropic dynamics is used to build an agent dubbed Homo Entropicus. The algorithm can be described at a m…
Frustration, glassy behavior and dynamical annealing in societies of Neural Networks
Felippe Alves, Nestor Caticha
We study maximum entropy mechanisms of information exchange between agents modeled by neural networks and the macroscopic states of a society of such agents in a few situations. Ma…
Phase transition from egalitarian to hierarchical societies driven by competition between cognitive and social constraints
Nestor Caticha, Rafael Calsaverini, Renato Vicente
Empirical evidence suggests that social structure may have changed from hierarchical to egalitarian and back along the evolutionary line of humans. We model a society subject to co…
Backward Renormalization Priors and the Cortical Source Localization Problem with EEG or MEG
Leonardo S. Barbosa, Nestor Caticha
We study source localization from high dimensional M/EEG data by extending a multiscale method based on Entropic inference devised to increase the spatial resolution of inverse pro…