A Dendritic Neuron Model Optimized by Meta-Heuristics with a Power-Law-Distributed Population Interaction Network for Financial Time-Series Forecasting

A Dendritic Neuron Model Optimized by Meta-Heuristics with a Power-Law-Distributed Population Interaction Network for Financial Time-Series Forecasting

The famous McCulloch–Pitts neuron model has been criticized for being overly simplistic in the long term. At the same time, the dendritic neuron model (DNM) has been shown to be effective in prediction problems, and it accounts for the nonlinear information-processing capacity of synapses and dendri...

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Bibliographic Details
Main Authors: Yuxin Zhang, Yifei Yang, Xiaosi Li, Zijing Yuan, Yuki Todo, Haichuan Yang
Format: Article
Language:English
Published: MDPI AG 2023-03-01
Series:Mathematics
Subjects:
dendritic neuron model
meta-heuristic algorithms
financial time-series forecasting
population interaction networks
Online Access:https://www.mdpi.com/2227-7390/11/5/1251

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