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Edge-computing

Deep Learning on EDGE devices

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Showing 251–300 of 1279 papers

TitleStatusHype
Threshold Neuron: A Brain-inspired Artificial Neuron for Efficient On-device Inference—0
LaMI-GO: Latent Mixture Integration for Goal-Oriented Communications Achieving High Spectrum Efficiency—0
Efficient Speech Command Recognition Leveraging Spiking Neural Network and Curriculum Learning-based Knowledge Distillation—0
Endangered Alert: A Field-Validated Self-Training Scheme for Detecting and Protecting Threatened Wildlife on Roads and RoadsidesCode0
Latency Minimization for Movable Antennas-Enabled Relay-aided D2D Mobile Edge Computing Communication Systems—0
AI-Driven Health Monitoring of Distributed Computing Architecture: Insights from XGBoost and SHAP—0
AgroXAI: Explainable AI-Driven Crop Recommendation System for Agriculture 4.0—0
Deployment Pipeline from Rockpool to Xylo for Edge Computing—0
Edge AI-based Radio Frequency Fingerprinting for IoT Networks—0
Hybrid variable spiking graph neural networks for energy-efficient scientific machine learning—0
Distribution free uncertainty quantification in neuroscience-inspired deep operators—0
Learnable Sparse Customization in Heterogeneous Edge ComputingCode0
Cloud Platforms for Developing Generative AI Solutions: A Scoping Review of Tools and Services—0
Hierarchical Learning for IRS-Assisted MEC Systems with Rate-Splitting Multiple Access—0
Deep Learning, Machine Learning, Advancing Big Data Analytics and Management—0
Edge Computing for Microgrid via MATLAB Embedded Coder and Low-Cost Smart Meters—0
EdgeOAR: Real-time Online Action Recognition On Edge Devices—0
Smart Parking with Pixel-Wise ROI Selection for Vehicle Detection Using YOLOv8, YOLOv9, YOLOv10, and YOLOv11—0
Optimizing LoRa for Edge Computing with TinyML Pipeline for Channel Hopping—0
Embedded Machine Learning for Solar PV Power Regulation in a Remote Microgrid—0
Characterizing and Modeling AI-Driven Animal Ecology Studies at the EdgeCode0
The Streetscape Application Services Stack (SASS): Towards a Distributed Sensing Architecture for Urban Applications—0
Semantic Edge Computing and Semantic Communications in 6G Networks: A Unifying Survey and Research Challenges—0
Joint Resource Optimization, Computation Offloading and Resource Slicing for Multi-Edge Traffic-Cognitive Networks—0
Towards Efficient Model-Heterogeneity Federated Learning for Large Models—0
Adaptable Embeddings Network (AEN)—0
Quantum Kernel-Based Long Short-term Memory—0
Federated Continual Learning for Edge-AI: A Comprehensive Survey—0
FASTNav: Fine-tuned Adaptive Small-language-models Trained for Multi-point Robot Navigation—0
MAS-Attention: Memory-Aware Stream Processing for Attention Acceleration on Resource-Constrained Edge Devices—0
From Centralized RAN to Open RAN: A Survey on the Evolution of Distributed Antenna Systems—0
Optimizing Airline Reservation Systems with Edge-Enabled Microservices: A Framework for Real-Time Data Processing and Enhanced User Responsiveness—0
Zonal Architecture Development with evolution of Artificial Intelligence—0
STOP: Spatiotemporal Orthogonal Propagation for Weight-Threshold-Leakage Synergistic Training of Deep Spiking Neural Networks—0
Enhanced FIWARE-Based Architecture for Cyberphysical Systems With Tiny Machine Learning and Machine Learning Operations: A Case Study on Urban Mobility Systems—0
Domain Adaptation-based Edge Computing for Cross-Conditions Fault Diagnosis—0
Continuous GNN-based Anomaly Detection on Edge using Efficient Adaptive Knowledge Graph Learning—0
Depthwise Separable Convolutions with Deep Residual Convolutions—0
Digital Twin-Assisted Space-Air-Ground Integrated Multi-Access Edge Computing for Low-Altitude Economy: An Online Decentralized Optimization Approach—0
TinyML Security: Exploring Vulnerabilities in Resource-Constrained Machine Learning Systems—0
To Train or Not to Train: Balancing Efficiency and Training Cost in Deep Reinforcement Learning for Mobile Edge Computing—0
Real-time Monitoring and Analysis of Track and Field Athletes Based on Edge Computing and Deep Reinforcement Learning Algorithm—0
Reinforcement Learning for Adaptive Resource Scheduling in Complex System Environments—0
An Edge Computing-Based Solution for Real-Time Leaf Disease Classification using Thermal ImagingCode0
A Novel Access Control and Privacy-Enhancing Approach for Models in Edge Computing—0
Goal-Oriented Semantic Communication for Wireless Visual Question Answering—0
Anomalous Client Detection in Federated Learning—0
False Data Injection Attack Detection in Edge-based Smart Metering Networks with Federated Learning—0
Radiance Field Delta Video Compression in Edge-Enabled Vehicular MetaverseCode0
Neuromorphic IoT Architecture for Efficient Water Management: A Smart Village Case Study—0
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