Determination of the Edge of Criticality in Echo State Networks Through Fisher Information Maximization
Informazioni aggiuntive
Autori
Livi L.,
Bianchi F. M.,
Alippi C.
Tipo
Articolo pubblicato in rivista scientifica
Anno
2018
Lingua
Inglese
Parole chiave
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
Periodico
IEEE Transactions on Neural Networks and Learning Systems
Volume
29
Numero ( Mese )
March
Pagine (o numero dell’articolo)
706-717
ISSN
2162-237X
