49 search results - page 1 / 10 » Causality and communities in neural networks |
ESANN
2007
13 years 6 months ago
2007
A recently proposed nonlinear extension of Granger causality is used to map the dynamics of a neural population onto a graph, whose community structure characterizes the collective...
NN
2010
Springer
12 years 11 months ago
2010
Springer
IJCNN
2000
IEEE
13 years 9 months ago
2000
IEEE
Recurrent neural networks fail to deal with prediction tasks which do not satisfy the causality assumption. We propose to exploit bi-causality to extend the Recurrent Cascade Corr...
ICANN
2007
Springer
13 years 10 months ago
2007
Springer
As a causality criterion we propose the conditional relative entropy. The relationship with information theoretic functionals mutual information and entropy is established. The con...
ICANN
2010
Springer
13 years 5 months ago
2010
Springer
Many statistical methods have been proposed to estimate causal models in classical situations with fewer variables than observations. However, modern datasets including gene expres...