Advances in Brain Inspired Cognitive Systems

Bio-inspired systems and Neural Computation.- Vision-Based Deep Q-Learning on Simple Control Problems: Stabilization via Neurogenesis Regularization.- Knowledge Representation for Conceptual, Motivational, and Affective Processes in Natural Language Communication.- GSA-UBS: A Novel Medical Hyperspectral Band Selection based on Gravitational Search Algorithm.- Enhancing generalizability of deep learning polyp segmentation using online spatial interpolation and hue transformation.- MLM-LSTM: Multi-layer Memory Learning Framework based on LSTM for Hyperspectral Change Detection.- A hierarchical geometry-to-semantic fusion GNN framework for earth surface anomalies detection.- Zero-shot incremental learning algorithm based on bi-alignment mechanism.- Cross-Modal Transformer GAN: A Brain Structure-Function Deep Fusing Framework for Alzheimer's Disease.- Image Recognition, Detection and Classification Evaluation of post-hoc interpretability methods in breast cancer histopathological image classification.- Red Blood Cell Detection Using Improved Mask R-CNN.- Underwater Object Detection for Smooth and Autonomous Operations of Naval Missions: A Pilot Dataset.- RSF-SSD: An Improved SSD Algorithm Based on Multi-level Feature Enhancement.- GaitMG: A Multi-Grained Feature Aggregate Network for Gait Recognitio.- Saliency Detection on Graph Manifold Ranking via Multi-scale Segmentation.- Research on improved algorithm of significance object detection based on ATSA model.- UAV Cross-modal Image Registration: Large-scale Dataset and Transformer-based Approach.- Vision and Object Tracking.- How Challenging is a Challenge for SLAM? An Answer from Quantitative Visual Evaluation.- Generalized W-Net: Arbitrary-style Chinese Character Synthesization.- Blind Deblurring of QR Codes with Local Extremum Intensity Prior.- Image Enhancement for UAV Visual SLAM Applications: Analysis and Evaluation.- Segmentation Framework for Heat Loss Identification in Thermal Images: Empowering Scottish