291 citations · 515 across the 29 of their papers we have counts for
29 papers
Comparison between an exact and a heuristic neural mass model with second order synapses
Pau Clusella, Elif Köksal-Ersöz, Jordi Garcia-Ojalvo +1
Neural mass models (NMMs) are designed to reproduce the collective dynamics of neuronal populations. A common framework for NMMs assumes heuristically that the output firing rate o…
Detection of Generalized Synchronization using Echo State Networks
D Ibanez-Soria, J Garcia-Ojalvo, A Soria-Frisch +1
Generalized synchronization between coupled dynamical systems is a phenomenon of relevance in applications that range from secure communications to physiological modelling. Here we…
Lempel-Zip Complexity Reference
Giulio Ruffini
The aim of this note is to provide some reference facts for LZW---mostly from Thomas and Cover \cite{Cover:2006aa} and provide a reference for some metrics that can be derived from…
Models, networks and algorithmic complexity
Giulio Ruffini
I aim to show that models, classification or generating functions, invariances and datasets are algorithmically equivalent concepts once properly defined, and provide some concrete…
Application of the reciprocity theorem to EEG inversion and optimization of EEG-driven transcranial current stimulation (tCS, including tDCS, tACS, tRNS)
Giulio Ruffini
Multichannel transcranial current stimulation (tCS) systems offer the possibility of EEG-guided optimized, non-invasive brain stimulation. In this brief technical note I explain ho…
Reality as Simplicity
Giulio Ruffini
The aim of this paper is to study the relevance of simplicity and its formal representation as Kolmogorov or algorithmic complexity in the cognitive sciences. The discussion is bas…