Neural Computing for Advanced Applications

Neural Network (NN) Theory, NN-based Control Systems, Neuro-system Integration and Engineering Applications.- Explainable Strategy Generation Based on Neurally Directed Program Search in Adversarial Environment.- An Efficient Mapping Framework for 2D Quantum Architecture.- Improved Soft Actor-Critic Algorithm for Autonomous Helicopter Target Hovering.- Dynamic Weighted Voting Fusion Network for Raman Spectra of Hydroxylated Polycyclic Aromatic Hydrocarbons.- KAN-Driven Graph Networks: Multi-Domain Randomization and Regularization.- Energy Management in Microgrids Using Deep Reinforcement Learning.- Building a Surrogate Model for Diesel Engine Intake-Exhaust Systems Using Neural Ordinary Differential Equations.- Dynamic Path Planning of UAV by Using TD3-Enhanced Adaptive Potential Field.- Exploring Emotion Regulation Mechanisms in Healthy Aging based on EEG Multiband Functional Connectivity.- Structured Pruning for Model Compression in Passionflower Recognition.- Robust Reinforcement Learning for UAV via Contrastive Feature Representations.- The Paradox of Uncertainty: How Tolerance for Uncertainty Modulates Approach Motivation - Evidence from ERPs Experiments.- Design of Triple Notch Ultra-wideband Antenna Based on Multi-strategy Improved Whale Optimization Algorithm.- Indoor Decoration Robot Localization Method Based on Building Information Modeling.- Deep Learning-driven Pattern Recognition, Computer Vision and its Industrial Applications.- Neural Architecture Search for Medical Image Classification via Latent Space and Evolutionary Optimization.- PMF-YOLO: Object Detection in Multimodal Remote Sensing Images Based on Pixel and Multi-scale Fusion.- A Challenge on Gradient Compression of Distributed Training in Image Classification.- Research on Visual Automatic Detection and Tracking Algorithm for Horizontal Transportation Vehicles in Container Terminals.- TOAF-Det: A Remote Sensing Image Detector with Supervised Attention Mechanism.- Edge Feature-enhanced Swin Transformer for Insect Image Classification.- Brain Network Analysis Based on Fine-tuned Self-supervised Model for Brain Disease Diagnosis.- A Machine Vision-Based Method for Pantograph–Catenary Contact Point Position Detection on Electrified Highways.- An Advanced WaveGAN Approach for Data Generation of ECG Images.- Design of Lightweight Fish Classification Model based on Neural Architecture Search.- Deep Learning-Based Cell Type Deconvolution in Spatial Transcriptomics: A Brief Review.- LViT: A Lightweight ViT for Stroke Lesion Segmentation.- Dynamic Threshold Token Subsampling for Vision Transformer in Cloud Computing.- HCEVAE: A Robust Heterogeneous Causal Effects Variational Autoencoder Framework.- EEG and fNIRS-Based Emotion Recognition Using an Improved Graph Isomorphism Network.