1 citations · 2 across the 7 of their papers we have counts for
7 papers
Spiking Neural Networks with Elephant Reinforcement
Fernando A. Najman, Ioannis Papageorgiou, Sabricia K. Cauanny A. da Silveira
We introduce a finite stochastic spiking-neuron network with Elephant-type memory, in which past firing activity modifies future excitability through a reinforcement-dependent thre…
Mixed Gaussian Projections for Two-Sample Testing of Functional Data
Fernando A. Najman, Marcela Svarc
Random-projection tests for functional data depend on the probability law used to generate projection directions. A measure has to be selected to generate the random directions in…
Clustering Sets of Functional Data by Similarity in Law
Antonio Galves, Fernando Najman, Marcela Svarc +1
We introduce a new clustering method for the classification of functional data sets by their probabilistic law, that is, a procedure that aims to assign data sets to the same clust…
The brain uses renewal points to model random sequences of stimuli
Fernando A. Najman, Antonio Galves, Marcela Svarc +1
It has been classically conjectured that the brain assigns probabilistic models to sequences of stimuli. An important issue associated with this conjecture is the identification of…
Fingerprints of data compression in EEG sequences
F. A. Najman, A. Galves, C. D. Vargas
It has been classically conjectured that the brain compresses data by assigning probabilistic models to sequences of stimuli. An important issue associated to this conjecture is wh…
NetPyNE implementation and rescaling of the Potjans-Diesmanncortical microcircuit model
Cecilia Romaro, Fernando Araujo Najman, William W Lytton +2
The Potjans-Diesmann cortical microcircuit model is a widely used model originallyimplemented in NEST. Here, we re-implemented the model using NetPyNE, a high-level Python interfac…
A Numerical Study of the Time of Extinction in a Class of Systems of Spiking Neurons
Cecilia Romaro, Fernando Araujo Najman, Morgan André
In this paper we present a numerical study of a mathematical model of spiking neurons introduced by Ferrari et al. in an article entitled Phase transition forinfinite systems of sp…