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Edge-computing

Deep Learning on EDGE devices

Papers

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Showing 501–550 of 1279 papers

TitleStatusHype
A Real-Time Active Speaker Detection System Integrating an Audio-Visual Signal with a Spatial Querying Mechanism—0
DNNShifter: An Efficient DNN Pruning System for Edge ComputingCode0
The online learning architecture with edge computing for high-level control for assisting patients—0
Enabling Intelligent Vehicular Networks Through Distributed Learning in the Non-Terrestrial Networks 6G Vision—0
Cache-assisted Mobile Edge Computing over Space-Air-Ground Integrated Networks for Extended Reality Applications—0
Dynamic Encoding and Decoding of Information for Split Learning in Mobile-Edge Computing: Leveraging Information Bottleneck Theory—0
SymED: Adaptive and Online Symbolic Representation of Data on the Edge—0
Personalized Federated Deep Reinforcement Learning-based Trajectory Optimization for Multi-UAV Assisted Edge Computing—0
A Multi-Head Ensemble Multi-Task Learning Approach for Dynamical Computation OffloadingCode1
SPAIC: A sub-μW/Channel, 16-Channel General-Purpose Event-Based Analog Front-End with Dual-Mode Encoders—0
LAMBO: Large AI Model Empowered Edge Intelligence—0
Computation-efficient Deep Learning for Computer Vision: A Survey—0
MST-compression: Compressing and Accelerating Binary Neural Networks with Minimum Spanning Tree—0
Robust Computation Offloading and Trajectory Optimization for Multi-UAV-Assisted MEC: A Multi-Agent DRL Approach—0
Mobility-Aware Computation Offloading for Swarm Robotics using Deep Reinforcement Learning—0
Malware Classification using Deep Neural Networks: Performance Evaluation and Applications in Edge Devices—0
Intelligent Reflecting Surface Aided Multi-Tier Hybrid Computing—0
Joint Task Offloading and Resource Allocation in Aerial-Terrestrial UAV Networks with Edge and Fog Computing for Post-Disaster Rescue—0
Learning Lightweight Object Detectors via Multi-Teacher Progressive Distillation—0
HyperSNN: A new efficient and robust deep learning model for resource constrained control applications—0
FedEdge AI-TC: A Semi-supervised Traffic Classification Method based on Trusted Federated Deep Learning for Mobile Edge Computing—0
A Fog-based Smart Agriculture System to Detect Animal Intrusion—0
Cost-effective On-device Continual Learning over Memory Hierarchy with MiroCode1
Machine Learning aided Computer Architecture Design for CNN Inferencing Systems—0
Real-time FPGA Implementation of CNN-based Distributed Fiber Optic Vibration Event Recognition Method—0
Core interface optimization for multi-core neuromorphic processors—0
Knowledge-Driven Multi-Agent Reinforcement Learning for Computation Offloading in Cybertwin-Enabled Internet of Vehicles—0
Benchmarking Jetson Edge Devices with an End-to-end Video-based Anomaly Detection SystemCode0
Digital Modeling on Large Kernel Metamaterial Neural Network—0
Training Latency Minimization for Model-Splitting Allowed Federated Edge Learning—0
Joint Service Caching, Communication and Computing Resource Allocation in Collaborative MEC Systems: A DRL-based Two-timescale Approach—0
Enhancing Network Slicing Architectures with Machine Learning, Security, Sustainability and Experimental Networks IntegrationCode0
Nonlinear optical encoding enabled by recurrent linear scatteringCode1
A Fast Task Offloading Optimization Framework for IRS-Assisted Multi-Access Edge Computing SystemCode1
Corticomorphic Hybrid CNN-SNN Architecture for EEG-based Low-footprint Low-latency Auditory Attention Detection—0
Neuromorphic analog circuits for robust on-chip always-on learning in spiking neural networks—0
Efficient Task Offloading Algorithm for Digital Twin in Edge/Cloud Computing Environment—0
Edge Storage Management Recipe with Zero-Shot Data Compression for Road Anomaly Detection—0
Search-time Efficient Device Constraints-Aware Neural Architecture Search—0
Social-Mobility-Aware Joint Communication and Computation Resource Management in NOMA-Enabled Vehicular Networks—0
Multi-objective Deep Reinforcement Learning for Mobile Edge ComputingCode1
Minimizing Age of Information for Mobile Edge Computing Systems: A Nested Index Approach—0
MyDigitalFootprint: an extensive context dataset for pervasive computing applications at the edgeCode0
U-TOE: Universal TinyML On-board Evaluation Toolkit for Low-Power IoTCode0
Slimmable Encoders for Flexible Split DNNs in Bandwidth and Resource Constrained IoT Systems—0
Split Learning in 6G Edge Networks—0
Adaptive DNN Surgery for Selfish Inference Acceleration with On-demand Edge Resource—0
Accurate Calibration of Power Measurements from Internal Power Sensors on NVIDIA Jetson Devices—0
TSNet-SAC: Leveraging Transformers for Efficient Task Scheduling—0
Scalable Resource Management for Dynamic MEC: An Unsupervised Link-Output Graph Neural Network ApproachCode1
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