7 citations · 7 across the 2 of their papers we have counts for
3 papers
Concentration of empirical entropy and transfer entropy for non-regular chains with unbounded memory
José O. Santana, Ricardo F. Ferreira
We study plug-in estimators of the entropy rate and the transfer entropy rate for stationary finite-alphabet chains with unbounded memory. Under a coalescent coupling-from-the-past…
Consistent model selection for estimating functional interactions among stochastic neurons with variable-length memory
Ricardo F. Ferreira, Matheus E. Pacola, Vitor G. Schiavone +1
We address the problem of identifying functional interactions among stochastic neurons with variable-length memory from their spiking activity. The neuronal network is modeled by a…
Non-regular g-measures and variable length memory chains
Ricardo F. Ferreira, Sandro Gallo, Frédéric Paccaut
It is well-known that there always exists at least one stationary measure compatible with a continuous g-function g. Here we prove that if the set of discontinuities of the g-funct…