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Critical echo state network dynamics by means of Fisher information maximization

Additional information

Authors
Bianchi F. M., Livi L., Jenssen R., Alippi C.
Type
Article in conference proceedings
Year
2017
Language
English
Conference proceedings
2017 International Joint Conference on Neural Networks (IJCNN)
Month
May
Keywords
Asymptotic stability, critical phase transitions, echo state network, edge of criticality, Electronic mail, ESN, Estimation, estimation theory, FIM, Fisher information matrix, Fisher information maximization, hidden neurons activations, high short term memory capacity, input signal, low prediction error, network dynamics, network theory (graphs), Neurons, optimisation, Probability density function, recurrent neural nets, Reservoirs, signal processing, statistics, Tuning, unsupervised approach, unsupervised learning