Echo State Property upon Noisy Driving Input

J Woo, H Kim, SH Kim, K Han - Complexity, 2024 - Wiley Online Library
The echo state property (ESP) is a key concept for understanding the working principle of
the most widely used reservoir computing model, the echo state network (ESN). The ESP is …

Neural Network Models for Approximation of One-Dimensional Signals

E Fedorov, V Babenko, A Honcharov… - … for Education, Science …, 2024 - Springer
The paper suggests a new solution for the problem of analyzing one-dimensional digital
signals by implementing a neural network approach. The proposed neural network …

Neural Network Models for Approximation of One-Dimensional Signals

T Utkina - Information Technology for Education, Science, and … - books.google.com
The paper suggests a new solution for the problem of analyzing one-dimensional digital
signals by implementing a neural network approach. The pro-posed neural network …