86 citations · 497 across the 75 of their papers we have counts for
5 papers · 1 filter
Clustering and synchronization with positive Lyapunov exponents
R. Vilela Mendes
Clustering and correlation effects are frequently observed in chaotic systems in situations where, because of the positivity of the Lyapunov exponents, no dimension reduction is to…
Dynamics of networks and applications
R. Vilela Mendes
A survey is made of several aspects of the dynamics of networks, with special emphasis on unsupervised learning processes, non-Gaussian data analysis and pattern recognition in net…
Neural networks and logical reasoning systems. A translation table
Joao Martins, R. Vilela Mendes
A correspondence is established between the elements of logic reasoning systems (knowledge bases, rules, inference and queries) and the hardware and dynamical operations of neural…
Conditional exponents, entropies and a measure of dynamical self-organization
R. Vilela Mendes
In dynamical systems composed of interacting parts, conditional exponents, conditional exponent entropies and cylindrical entropies are shown to be well defined ergodic invariants…
Gluon condensate and the vacuum structure of QCD
R. Vilela Mendes
Phenomenological evidence and analytic approximations to the QCD ground state suggest a complex gluon condensate structure. Exclusion of elementary fermion excitations by the gener…