Improved Colony Predation Algorithm Optimized Convolutional Neural Networks for Electrocardiogram Signal Classification

Improved Colony Predation Algorithm Optimized Convolutional Neural Networks for Electrocardiogram Signal Classification

Recently, swarm intelligence algorithms have received much attention because of their flexibility for solving complex problems in the real world. Recently, a new algorithm called the colony predation algorithm (CPA) has been proposed, taking inspiration from the predatory habits of groups in nature....

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Bibliographic Details
Main Authors: Xinxin He, Weifeng Shan, Ruilei Zhang, Ali Asghar Heidari, Huiling Chen, Yudong Zhang
Format: Article
Language:English
Published: MDPI AG 2023-06-01
Series:Biomimetics
Subjects:
colony predation algorithm
convolutional neural networks
ECG
hyperparameter optimization
orthogonal learning strategy
swarm intelligence algorithm
Online Access:https://www.mdpi.com/2313-7673/8/3/268

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https://www.mdpi.com/2313-7673/8/3/268

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