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Edge-computing

Deep Learning on EDGE devices

Papers

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Showing 1151–1200 of 1279 papers

TitleStatusHype
Socially-Optimal Mechanism Design for Incentivized Online Learning—0
Social-Mobility-Aware Joint Communication and Computation Resource Management in NOMA-Enabled Vehicular Networks—0
Software-Defined Edge Computing: A New Architecture Paradigm to Support IoT Data Analysis—0
Softwarization, Virtualization, & Machine Learning For Intelligent & Effective V2X Communications—0
Digital Twin-Assisted Space-Air-Ground Integrated Multi-Access Edge Computing for Low-Altitude Economy: An Online Decentralized Optimization Approach—0
SPAIC: A sub-μW/Channel, 16-Channel General-Purpose Event-Based Analog Front-End with Dual-Mode Encoders—0
SparrowSNN: A Hardware/software Co-design for Energy Efficient ECG Classification—0
Sparse Optimization for Green Edge AI Inference—0
Spatiotemporal Attention-based Semantic Compression for Real-time Video Recognition—0
Spatio-temporal Edge Service Placement: A Bandit Learning Approach—0
Speck: A Smart event-based Vision Sensor with a low latency 327K Neuron Convolutional Neuronal Network Processing Pipeline—0
Spectral Pruning: Compressing Deep Neural Networks via Spectral Analysis and its Generalization Error—0
Spiking Networks for Improved Cognitive Abilities of Edge Computing Devices—0
Split Learning in 6G Edge Networks—0
Squeezed Convolutional Variational AutoEncoder for Unsupervised Anomaly Detection in Edge Device Industrial Internet of Things—0
Stacked Auto Encoder Based Deep Reinforcement Learning for Online Resource Scheduling in Large-Scale MEC Networks—0
STAR-RIS Assisted Wireless-Powered and Backscattering Mobile Edge Computing Networks—0
State-of-the-art Techniques in Deep Edge Intelligence—0
Static Hand Gesture Recognition for American Sign Language using Neuromorphic Hardware—0
Statistical Estimation and Inference via Local SGD in Federated Learning—0
Stitching Satellites to the Edge: Pervasive and Efficient Federated LEO Satellite Learning—0
Graph Markov Network for Traffic Forecasting with Missing DataCode0
Towards Real-World BCI: CCSPNet, A Compact Subject-Independent Motor Imagery FrameworkCode0
Guidelines and Benchmarks for Deployment of Deep Learning Models on Smartphones as Real-Time AppsCode0
Emulating Brain-like Rapid Learning in Neuromorphic Edge ComputingCode0
ACDnet: An action detection network for real-time edge computing based on flow-guided feature approximation and memory aggregationCode0
GQFedWAvg: Optimization-Based Quantized Federated Learning in General Edge Computing SystemsCode0
David and Goliath: An Empirical Evaluation of Attacks and Defenses for QNNs at the Deep EdgeCode0
AxiomVision: Accuracy-Guaranteed Adaptive Visual Model Selection for Perspective-Aware Video AnalyticsCode0
Hardware-Efficient Deconvolution-Based GAN for Edge ComputingCode0
An effective and efficient green federated learning method for one-layer neural networksCode0
HawkDrive: A Transformer-driven Visual Perception System for Autonomous Driving in Night SceneCode0
Genetic CFL: Optimization of Hyper-Parameters in Clustered Federated LearningCode0
Attentive Federated Learning for Concept Drift in Distributed 5G Edge NetworksCode0
Astraea: Self-balancing Federated Learning for Improving Classification Accuracy of Mobile Deep Learning ApplicationsCode0
Towards Hardware-Aware Tractable Learning of Probabilistic ModelsCode0
BottleNet++: An End-to-End Approach for Feature Compression in Device-Edge Co-Inference SystemsCode0
Learnable Sparse Customization in Heterogeneous Edge ComputingCode0
SAWEC: Sensing-Assisted Wireless Edge ComputingCode0
Optimizing Age of Information in Vehicular Edge Computing with Federated Graph Neural Network Multi-Agent Reinforcement LearningCode0
Recognition of handwritten MNIST digits on low-memory 2 Kb RAM Arduino board using LogNNet reservoir neural networkCode0
DOCTOR: Dynamic On-Chip Temporal Variation Remediation Toward Self-Corrected Photonic Tensor AcceleratorsCode0
Architectural Vision for Quantum Computing in the Edge-Cloud ContinuumCode0
Cooperative Inference for Real-Time 3D Human Pose Estimation in Multi-Device Edge NetworksCode0
DNNShifter: An Efficient DNN Pruning System for Edge ComputingCode0
Efficient Detection Framework Adaptation for Edge Computing: A Plug-and-play Neural Network Toolbox Enabling Edge DeploymentCode0
Multipath Computation Offloading for Mobile Augmented RealityCode0
FLeNS: Federated Learning with Enhanced Nesterov-Newton SketchCode0
Collaborative Three-Tier Architecture Non-contact Respiratory Rate Monitoring using Target Tracking and False Peaks Eliminating AlgorithmsCode0
ACCO: Automated Causal CNN Scheduling Optimizer for Real-Time Edge AcceleratorsCode0
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