主题词：Neural Networks and Applications; Neural Networks Stability and Synchronization; Face and Expression Recognition; Domain Adaptation and Few-Shot Learning; Advanced Memory and Neural Computing; Adaptive Dynamic Programming Control; Adaptive Control of Nonlinear Systems; Advanced Neural Network Applications; Machine Learning and ELM; Advanced Graph Neural Networks; Distributed Control Multi-Agent Systems; Reinforcement Learning in Robotics; Advanced Image and Video Retrieval Techniques; Anomaly Detection Techniques and Applications; Sparse and Compressive Sensing Techniques; Remote-Sensing Image Classification; Machine Learning and Data Classification; Multimodal Machine Learning Applications; Video Surveillance and Tracking Methods; Fault Detection and Control Systems; Neural dynamics and brain function; Ferroelectric and Negative Capacitance Devices; Topic Modeling; Adversarial Robustness in Machine Learning; Text and Document Classification Technologies