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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
Journal
IEEE Transactions on Neural Networks and Learning Systems
Volume
29
Month
March
Start page number
706
End page number
717
ISSN
2162-237X
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