14 citations · 40 across the 13 of their papers we have counts for
3 papers · 1 filter
Information theoretic interpretation of frequency domain connectivity measures
Daniel Yasumasa Takahashi, Luiz Antonio Baccalá, Koichi Sameshima
To provide adequate multivariate measures of information flow between neural structures, modified expressions of Partial Directed Coherence (PDC) and Directed Transfer Function (DT…
An Oracle Approach for Interaction Neighborhood Estimation in Random Fields
Matthieu Lerasle, Daniel Yasumasa Takahashi
We consider the problem of interaction neighborhood estimation from the partial observation of a finite number of realizations of a random field. We introduce a model selection rul…
Identifying interacting pairs of sites in Ising models on a countable set
Antonio Galves, Enza Orlandi, Daniel Yasumasa Takahashi
This paper address the problem of identifying pairs of interacting sites from a finite sample of independent realizations of the Ising model. We consider Ising models in a infinite…