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This volume constitutes the refereed proceedings of the 18th International Symposium on Neural Networks, ISNN 2024, held in Weihai, China, during 11-14, July 2024.
The 59 full papers were carefully reviewed and selected from 82 submission. They are categorized in the following sections: Optimization Algorithms Adversarial Learning, Transfer Learning, and Deep Learning Signal, Image, and Video Processing Modeling, Analysis, and Implementation of Neural Networks Control Systems, Robotics, and Autonomous Driving Fault Diagnosis and Intelligent Industry &amp Bio-signal, Bioinformatics, and Biomedical Engineering