Determination of the Edge of Criticality in Echo State Networks Through Fisher Information Maximization
Additional information
Authors
Livi L.,
Bianchi F. M.,
Alippi C.
Type
Journal Article
Year
2018
Language
English
Keywords
Echo state network (ESN), echo state networks, edge of criticality, ESN, Fisher information, Fisher information matrix, Fisher information maximization, Jacobian matrices, Learning systems, Neurons, nonparametric estimation, nonparametric estimator, nonparametric statistics, prediction error, Probability density function, recurrent neural nets, recurrent neural networks, Reservoirs, RNN, short-term memory capacity, Training
Journal
IEEE Transactions on Neural Networks and Learning Systems
Volume
29
Number ( Month )
March
Pages (or article number)
706-717
ISSN
2162-237X
