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Edge-computing

Deep Learning on EDGE devices

Papers

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Showing 1201–1250 of 1279 papers

TitleStatusHype
HRNET: AI on Edge for mask detection and social distancingCode0
Client Selection for Federated Learning with Heterogeneous Resources in Mobile EdgeCode0
Learning without feedback: Fixed random learning signals allow for feedforward training of deep neural networksCode0
Hybrid HMM Decoder For Convolutional Codes By Joint Trellis-Like Structure and Channel PriorCode0
pAElla: Edge-AI based Real-Time Malware Detection in Data CentersCode0
Continuous reasoning for adaptive container image distribution in the cloud-edge continuumCode0
Constructing Energy-efficient Mixed-precision Neural Networks through Principal Component Analysis for Edge IntelligenceCode0
Adaptive Federated Learning in Resource Constrained Edge Computing SystemsCode0
A Framework for testing Federated Learning algorithms using an edge-like environmentCode0
FedSKC: Federated Learning with Non-IID Data via Structural Knowledge CollaborationCode0
MyDigitalFootprint: an extensive context dataset for pervasive computing applications at the edgeCode0
ReCycle: Fast and Efficient Long Time Series Forecasting with Residual Cyclic TransformersCode0
CLEAVE: Scalable and Edge-native Benchmarking of Networked Control SystemsCode0
ScissionLite: Accelerating Distributed Deep Neural Networks Using Transfer LayerCode0
Reinforcement Learning Controlled Adaptive PSO for Task Offloading in IIoT Edge ComputingCode0
Clustered Federated Learning via Generalized Total Variation MinimizationCode0
Efficient Deployment of Spiking Neural Networks on SpiNNaker2 for DVS Gesture Recognition Using Neuromorphic Intermediate RepresentationCode0
Implementing efficient balanced networks with mixed-signal spike-based learning circuitsCode0
An Edge Computing-Based Solution for Real-Time Leaf Disease Classification using Thermal ImagingCode0
Edge-Enabled Collaborative Object Detection for Real-Time Multi-Vehicle PerceptionCode0
FedICT: Federated Multi-task Distillation for Multi-access Edge ComputingCode0
Device-Wise Federated Network PruningCode0
A Feasibility Study on Indoor Localization and Multi-person Tracking Using Sparsely Distributed Camera Network with Edge ComputingCode0
Feature Attenuation of Defective Representation Can Resolve Incomplete Masking on Anomaly DetectionCode0
Edge computing on TPU for brain implant signal analysisCode0
Characterizing and Modeling AI-Driven Animal Ecology Studies at the EdgeCode0
Towards Multi-agent Reinforcement Learning based Traffic Signal Control through Spatio-temporal HypergraphsCode0
Canonical-Correlation-Based Fast Feature Selection for Structural Health MonitoringCode0
PolygoNet: Leveraging Simplified Polygonal Representation for Effective Image ClassificationCode0
InTec: integrated things-edge computing: a framework for distributing machine learning pipelines in edge AI systemsCode0
Towards Commonsense Knowledge based Fuzzy Systems for Supporting Size-Related Fine-Grained Object DetectionCode0
Demo: RhythmEdge: Enabling Contactless Heart Rate Estimation on the EdgeCode0
Intelligent IoT Attack Detection Design via ODLLM with Feature Ranking-based Knowledge BaseCode0
DeepShift: Towards Multiplication-Less Neural NetworksCode0
RepAct: The Re-parameterizable Adaptive Activation FunctionCode0
Tiny Machine Learning for Concept DriftCode0
Deep Learning on Multimodal Sensor Data at the Wireless Edge for Vehicular NetworkCode0
FANN-on-MCU: An Open-Source Toolkit for Energy-Efficient Neural Network Inference at the Edge of the Internet of ThingsCode0
Advanced Knowledge Transfer: Refined Feature Distillation for Zero-Shot Quantization in Edge ComputingCode0
A Decentralized and Self-Adaptive Approach for Monitoring Volatile Edge EnvironmentsCode0
Residual-INR: Communication Efficient On-Device Learning Using Implicit Neural RepresentationCode0
Resilience of Entropy Model in Distributed Neural NetworksCode0
Interference-Aware Edge Runtime Prediction with Conformal Matrix CompletionCode0
Resistive Memory-based Neural Differential Equation Solver for Score-based Diffusion ModelCode0
ResNet-like Architecture with Low Hardware RequirementsCode0
U-TOE: Universal TinyML On-board Evaluation Toolkit for Low-Power IoTCode0
VREM-FL: Mobility-Aware Computation-Scheduling Co-Design for Vehicular Federated LearningCode0
To Compute or not to Compute? Adaptive Smart Sensing in Resource-Constrained Edge ComputingCode0
Adversarial Machine Learning in Latent Representations of Neural NetworksCode0
A Multi-task Supervised Compression Model for Split ComputingCode0
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