Observer-Based State Estimation for Recurrent Neural Networks: An Output-Predicting and LPV-Based Approach

An innovative cascade predictor is presented in this study to forecast the state of recurrent neural networks (RNNs) with delayed output. This cascade predictor is a chain-structured observer, as opposed to the conventional single observer, and is made up of several sub-observers that individually e...

Full description

Bibliographic Details
Main Authors: Wanlin Wang, Jinxiong Chen, Zhenkun Huang
Format: Article
Language:English
Published: MDPI AG 2023-10-01
Series:Mathematical and Computational Applications
Subjects:
Online Access:https://www.mdpi.com/2297-8747/28/6/104