Yunong Zhang

New 5-Step Discrete-Time Zeroing Neuronet for Time-Dependent Matrix Square Root Finding

2019

In this paper, for the purpose of finding square root of a time-dependent matrix, a new discrete-time zeroing neuronet (DTZN) is proposed. Firstly, the problem of square root finding of time-dependent matrix is formulated. Then, …

Forms and Results of Zhang Neuronet of Reciprocal Kind Dealing with Time-Variant Overdetermined System of Linear Equations

2022

In order to deal with time-variant overdetermined system of linear equations (TVOSLE), a new approach termed Zhang neuronet of reciprocal kind (ZNRK) is proposed and reformulated. As developed from the continuous-time Zhang neuronet (CTZN), the …

Encoder-decoder models in sequence-to-sequence learning: A survey of RNN and LSTM approaches

2023 · Applied and Computational Engineering

In today's information age, from natural language processing to audio signal processing, from time series analysis to machine translation, the application of sequence data involves various fields. Encoder-decoder models, as a powerful approach to sequence …