IEEE

Joint estimation of DOA and polarization parameters based on CNN-Transformer hybrid architecture

Abstract: Compared with traditional scalar arrays, polarization-sensitive arrays can simultaneously obtain spatial domain information and polarization information.So it has stronger anti-interference ...
The Manila Times

Rail Vision Granted Key Patent in Europe for Advanced AI-Based Railway Collision Avoidance System

The patent reinforces Rail Vision’s global IP protection building on previous approvals in regions including the United ...
IEEE

Adaptive Deep Neural Network Architecture for Data-Driven Model Based Identification of Non-Linear Dynamics of Microgrids

Abstract: In microgrids, electric vehicles (EV) can act as mobile energy storage units that help balance supply and demand within the microgrid. Dynamic analysis in microgrids involves determining the ...
IEEE

Neuro-Mimetic Developmental Architecture for Continual Learning Through Self-Organizing Multimodal Perception Coordination

Abstract: Developing cognitive capabilities in autonomous agents stands as a challenging yet pivotal task. In order to construct cohesive representations and extract meaningful insights from the ...
IEEE

Handwritten Amharic Character Recognition Through Transfer Learning: Integrating CNN Models and Machine Learning Classifiers

Abstract: Handwritten Amharic character recognition presents significant challenges due to the script’s syllabic nature and variations in handwriting styles. This study investigates a hybrid approach ...

What is CNN in Deep Learning? The AI Behind Computer Vision

Learn what CNN is in deep learning, how they work, and why they power modern image recognition AI and computer vision ...
IEEE

A Self-Attention Enhanced Deep CNN-LSTM-Based Irregular Surface Recognition Approach for Integration Into Lower Limb Prosthesis Systems to Ensure Safety Through Predictive Walking

Abstract: Advancements in instrumentation and control systems for lower limb prostheses have substantially improved mobility for amputees. However, significant challenges persist when users encounter ...
Vietnam Investment Review

WiMi researches hybrid quantum-classical learning for multi-class image classification

WiMi Hologram Cloud is studying a hybrid quantum-classical learning architecture for advanced multi-class image classification applications in artificial intelligence research worldwide.
IEEE

CNN-JEPA: Self-Supervised Pretraining Convolutional Neural Networks Using Joint Embedding Predictive Architecture

Abstract: Self-supervised learning (SSL) has become an im-portant approach in pretraining large neural networks, enabling unprecedented scaling of model and dataset sizes. While recent advances like I ...
IEEE

Hybrid CNN-Based Transfer Learning Enhances Brain Tumor Classification on MRI Images

Abstract: Brain tumors are among the deadliest diseases worldwide and require early and accurate diagnosis via Magnetic Resonance Imaging (MRI). Deep learning techniques, particularly convolutional ...
IEEE

Deep Learning Based Underwater Image Enhancement Using Hybrid CNN GAN Approach with Self Attention Mechanism

Abstract: Marine exploration, environmental monitoring as well as autonomous underwater vehicles need underwater imaging, however, it is severely degraded by light absorption, scattering and color ...