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Edge-computing

Deep Learning on EDGE devices

Papers

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Showing 101–150 of 1279 papers

TitleStatusHype
DFDT: Dynamic Fast Decision Tree for IoT Data Stream Mining on Edge Devices—0
InTec: integrated things-edge computing: a framework for distributing machine learning pipelines in edge AI systemsCode0
Pulmonary Tuberculosis Edge Diagnosis System Based on MindSpore Framework: Low-cost and High-precision Implementation with Ascend 310 Chip—0
SmartEdge: Smart Healthcare End-to-End Integrated Edge and Cloud Computing System for Diabetes Prediction Enabled by Ensemble Machine Learning—0
A Hybrid Edge Classifier: Combining TinyML-Optimised CNN with RRAM-CMOS ACAM for Energy-Efficient Inference—0
AT-Drone: Benchmarking Adaptive Teaming in Multi-Drone Pursuit—0
Generative AI-Enhanced Cooperative MEC of UAVs and Ground Stations for Unmanned Surface Vehicles—0
FedMHO: Heterogeneous One-Shot Federated Learning Towards Resource-Constrained Edge DevicesCode0
UAV-assisted Joint Mobile Edge Computing and Data Collection via Matching-enabled Deep Reinforcement Learning—0
Exploring Neural Network Pruning with Screening Methods—0
A Survey on Video Analytics in Cloud-Edge-Terminal Collaborative Systems—0
Intelligent Offloading in Vehicular Edge Computing: A Comprehensive Review of Deep Reinforcement Learning Approaches and Architectures—0
Graph Federated Learning Based Proactive Content Caching in Edge Computing—0
Intelligent Sensing-to-Action for Robust Autonomy at the Edge: Opportunities and Challenges—0
KHAIT: K-9 Handler Artificial Intelligence Teaming for Collaborative Sensemaking—0
The M-factor: A Novel Metric for Evaluating Neural Architecture Search in Resource-Constrained Environments—0
SWIFT: Mapping Sub-series with Wavelet Decomposition Improves Time Series ForecastingCode1
Vehicular Multi-Tier Distributed Computing with Hybrid THz-RF Transmission in Satellite-Terrestrial Integrated Networks—0
Bringing RGB and IR Together: Hierarchical Multi-Modal Enhancement for Robust Transmission Line Detection—0
Enhancing Disaster Resilience with UAV-Assisted Edge Computing: A Reinforcement Learning Approach to Managing Heterogeneous Edge Devices—0
Reinforcement Learning Controlled Adaptive PSO for Task Offloading in IIoT Edge ComputingCode0
Efficient Implementation of LinearUCB through Algorithmic Improvements and Vector Computing Acceleration for Embedded Learning Systems—0
Secure Resource Allocation via Constrained Deep Reinforcement Learning—0
Personalized Federated Learning for Cellular VR: Online Learning and Dynamic Caching—0
Efficient Transmission of Radiomaps via Physics-Enhanced Semantic Communications—0
Over-the-Air Multi-Sensor Inference with Neural Networks Using Memristor-Based Analog Computing—0
Self-Organizing Edge Computing Distribution Framework for Visual SLAM—0
Detecting Wildfire Flame and Smoke through Edge Computing using Transfer Learning Enhanced Deep Learning Models—0
Split Federated Learning Empowered Vehicular Edge Intelligence: Concept, Adaptive Design, and Future DirectionsCode1
A neuromorphic camera for tracking passive and active matter with lower data throughput—0
Task Delay and Energy Consumption Minimization for Low-altitude MEC via Evolutionary Multi-objective Deep Reinforcement Learning—0
Collaboration of Large Language Models and Small Recommendation Models for Device-Cloud Recommendation—0
Intelligent Task Offloading: Advanced MEC Task Offloading and Resource Management in 5G Networks—0
Optimizing Edge AI: A Comprehensive Survey on Data, Model, and System StrategiesCode2
A Multi-task Supervised Compression Model for Split ComputingCode0
Blockchain-Empowered Cyber-Secure Federated Learning for Trustworthy Edge Computing—0
Privacy-Aware Multi-Device Cooperative Edge Inference with Distributed Resource Bidding—0
Retrieval-Augmented Generation for Mobile Edge Computing via Large Language Model—0
Advanced Knowledge Transfer: Refined Feature Distillation for Zero-Shot Quantization in Edge ComputingCode0
Efficient Detection Framework Adaptation for Edge Computing: A Plug-and-play Neural Network Toolbox Enabling Edge DeploymentCode0
tuGEMM: Area-Power-Efficient Temporal Unary GEMM Architecture for Low-Precision Edge AI—0
A Tutorial on Non-Terrestrial Networks: Towards Global and Ubiquitous 6G Connectivity—0
Learning for Cross-Layer Resource Allocation in MEC-Aided Cell-Free Networks—0
Theory of Mixture-of-Experts for Mobile Edge Computing—0
LaMI-GO: Latent Mixture Integration for Goal-Oriented Communications Achieving High Spectrum Efficiency—0
Threshold Neuron: A Brain-inspired Artificial Neuron for Efficient On-device Inference—0
Efficient Speech Command Recognition Leveraging Spiking Neural Network and Curriculum Learning-based Knowledge Distillation—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
Endangered Alert: A Field-Validated Self-Training Scheme for Detecting and Protecting Threatened Wildlife on Roads and RoadsidesCode0
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