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Edge-computing

Deep Learning on EDGE devices

Papers

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Showing 501–550 of 1279 papers

TitleStatusHype
Edge-Enabled Anomaly Detection and Information Completion for Social Network Knowledge Graphs—0
dRG-MEC: Decentralized Reinforced Green Offloading for MEC-enabled Cloud Network—0
Fast Cerebral Blood Flow Analysis via Extreme Learning Machine—0
Dynamic and Memory-efficient Shape Based Methodologies for User Type Identification in Smart Grid Applications—0
A Cost-Efficient FPGA Implementation of Tiny Transformer Model using Neural ODE—0
Image-based Deep Learning for Smart Digital Twins: a Review—0
Edge Computing based Human-Robot Cognitive Fusion: A Medical Case Study in the Autism Spectrum Disorder Therapy—0
Meta Reinforcement Learning for Multi-Task Offloading in Vehicular Edge Computing—0
Device-Wise Federated Network PruningCode0
Block Pruning for Enhanced Efficiency in Convolutional Neural Networks—0
A Bayesian Framework of Deep Reinforcement Learning for Joint O-RAN/MEC Orchestration—0
High Efficiency Inference Accelerating Algorithm for NOMA-based Mobile Edge Computing—0
FedMS: Federated Learning with Mixture of Sparsely Activated Foundations Models—0
Combining SNNs with Filtering for Efficient Neural Decoding in Implantable Brain-Machine Interfaces—0
Human-Centric Resource Allocation for the Metaverse With Multiaccess Edge Computing—0
An effective and efficient green federated learning method for one-layer neural networksCode0
ZodiacEdge: a Datalog Engine With Incremental Rule Set Maintenance—0
MISA: Unveiling the Vulnerabilities in Split Federated Learning—0
Fractional Deep Reinforcement Learning for Age-Minimal Mobile Edge Computing—0
Conformer-Based Speech Recognition On Extreme Edge-Computing Devices—0
System Integration of Xilinx DPU and HDMI for Real-Time inference in PYNQ Environment with Image Enhancement—0
ADA-YOLO: Dynamic Fusion of YOLOv8 and Adaptive Heads for Precise Image Detection and Diagnosis—0
Multi-IRS Aided Mobile Edge Computing for High Reliability and Low Latency Services—0
Secure Deep Reinforcement Learning for Dynamic Resource Allocation in Wireless MEC Networks—0
Mobile Edge Computing and AI Enabled Web3 Metaverse over 6G Wireless Communications: A Deep Reinforcement Learning Approach—0
Offloading and Quality Control for AI Generated Content Services in 6G Mobile Edge Computing Networks—0
Edge computing service deployment and task offloading based on multi-task high-dimensional multi-objective optimization—0
Coordination-free Decentralised Federated Learning on Complex Networks: Overcoming Heterogeneity—0
Evaluation of Infrastructure-based Warning System on Driving Behaviors-A Roundabout Study—0
A Self-Commissioning Edge Computing Method for Data-Driven Anomaly Detection in Power Electronic Systems—0
VREM-FL: Mobility-Aware Computation-Scheduling Co-Design for Vehicular Federated LearningCode0
Learning for Semantic Knowledge Base-Guided Online Feature Transmission in Dynamic Channels—0
URLLC-Awared Resource Allocation for Heterogeneous Vehicular Edge Computing—0
LiDAR-based Outdoor Crowd Management for Smart Campus on the Edge—0
MergeSFL: Split Federated Learning with Feature Merging and Batch Size Regulation—0
Bitformer: An efficient Transformer with bitwise operation-based attention for Big Data Analytics at low-cost low-precision devices—0
A Survey of Blockchain, Artificial Intelligence, and Edge Computing for Web 3.0—0
Uncertainty Estimation in Multi-Agent Distributed Learning—0
Digital Twin-Based User-Centric Edge Continual Learning in Integrated Sensing and Communication—0
Exploring Lip Segmentation Techniques in Computer Vision: A Comparative Analysis—0
A Novel Neural Network-Based Federated Learning System for Imbalanced and Non-IID Data—0
Neuroscience inspired scientific machine learning (Part-2): Variable spiking wavelet neural operator—0
A Quality-of-Service Compliance System using Federated Learning and Optimistic Rollups—0
Joint Computation and Communication Resource Optimization for Beyond Diagonal UAV-IRS Empowered MEC Networks—0
Neural Network Methods for Radiation Detectors and Imaging—0
Efficient and Low-Footprint Object Classification using Spatial Contrast—0
A Survey on Trustworthy Edge Intelligence: From Security and Reliability To Transparency and Sustainability—0
Adaptive Resource Management for Edge Network Slicing using Incremental Multi-Agent Deep Reinforcement Learning—0
Adaptive Digital Twin for UAV-Assisted Integrated Sensing, Communication, and Computation Networks—0
FedPEAT: Convergence of Federated Learning, Parameter-Efficient Fine Tuning, and Emulator Assisted Tuning for Artificial Intelligence Foundation Models with Mobile Edge Computing—0
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