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 Retrofitting and Thermographic Survey Companies.- Mixed-Precision Collaborative Quantization for Fast Object Tracking.- Pre-Diagnosis for Autism Spectrum Disorder Using Eye-Tracking and Machine Learning Techniques.- HRMOT: Two-step association based Multi-object Tracking in Satellite Videos Enhanced by High-Resolution Feature Fusion.- Data Analysis and Machine Learning Application of manifold recognition target identification method in seismic exploration.- Effects of PCA-Enabled Machine Learning Classification of Stress and Resting State EEGs.- Fatigue Detection Algorithm Based On Discrete Wavelet Transform of EEG Signals.- Visual Sentiment Analysis with a VR Sentiment Dataset on Omni-directional Images.- Generating Type-related Instances and Metric Learning to Overcoming Language Priors in VQA Fusing Multi-scale Attention and Transformer for Detection and Localization of Image Splicing Forgery.- SAR Incremental Learning via Generative Adversarial Network and Experience Replay.- FaceReenactment Based on Motion Field Representation.- LWGSS: Light-Weight Green Spill Suppression for Green Screen Matting.- Visual-Textual Attention for Tree-Based Handwritten Mathematical Expression Recognition.- WildTechAlert: Deep learning models for real-time detection of elephant presence using bioacoustics in an early warning system to support human-elephant coexistence.

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• Teoria matemática da computação
• Modelagem computacional e simulação
• Inteligência artificial
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artificial intelligence;machine learning;computer systems;engineering;neural networks;signal processing;brain inspired learning;brain inspired robotics;brain inspired processing;embedded systems;fuzzy logic;neural control systems;architectures and neutal computations;neural perception;pattern classifiers;cognitve neurscience;neural computation