Data-driven time series prediction based on multiplicative neuron model artificial neuron network

This paper develops a hybrid approach combining the neural network and the nonlinear filtering to model and predict terrain profiles for both air and ground vehicles. To simplify the neural network structures and reduce the number of synaptic weights and biases, the multiplicative neuron model (MNM)...

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Bibliographic Details
Main Authors: Pan, Wenping, Zhang, Limao, Shen, Chunlin
Other Authors: School of Civil and Environmental Engineering
Format: Journal Article
Language:English
Published: 2022
Subjects:
Online Access:https://hdl.handle.net/10356/160260

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