A review on TinyML: State-of-the-art and prospects

PhiNets: a scalable backbone for low-power AI at the edge

(2022) Francesco Paissan et al.   ACM Transactions on Embedded Computing Systems

Robustifying the Deployment of tinyML Models for Autonomous Mini-Vehicles

(2021) Miguel de Prado et al.   SENSORS

Edge computing-based joint client selection and networking scheme for federated learning in vehicular IoT

(2021) Wugedele Bao et al.   China Communications

An Evolving TinyML Compression Algorithm for IoT Environments Based on Data Eccentricity

(2021) Gabriel Signoretti et al.   SENSORS

HBDCA: A Toolchain for High-Accuracy BRAM-Defined CNN Accelerator on FPGA with Flexible Structure

(2021) Zhengjie LI et al.   IEICE TRANSACTIONS ON INFORMATION AND SYSTEMS

Emotion Recognition for Cognitive Edge Computing Using Deep Learning

(2021) Ghulam Muhammad et al.   IEEE Internet of Things Journal

SmallSats: a new technological frontier in ecology and conservation?

(2021) David J. Curnick et al.   Remote Sensing in Ecology and Conservation

A Demand-Driven Incremental Deployment Strategy for Edge Computing in IoT Network

(2021) Wei Ren et al.   IEEE Transactions on Network Science and Engineering

Optimized Task Allocation for IoT Application in Mobile-Edge Computing

(2021) Jialei Liu et al.   IEEE Internet of Things Journal

A Distributed Deep Reinforcement Learning Technique for Application Placement in Edge and Fog Computing Environments

(2021) Mohammad Goudarzi et al.   IEEE TRANSACTIONS ON MOBILE COMPUTING

FANN-on-MCU: An Open-Source Toolkit for Energy-Efficient Neural Network Inference at the Edge of the Internet of Things

(2020) Xiaying Wang et al.   IEEE Internet of Things Journal

A Survey on Security and Privacy Issues in Edge-Computing-Assisted Internet of Things

(2020) Abdulmalik Alwarafy et al.   IEEE Internet of Things Journal

Toward Direct Edge-to-Edge Transfer Learning for IoT-Enabled Edge Cameras

(2020) Ching-Hu Lu et al.   IEEE Internet of Things Journal

Hierarchical Security Paradigm for IoT Multiaccess Edge Computing

(2020) Jaspreet Singh et al.   IEEE Internet of Things Journal

Edge Intelligence: Paving the Last Mile of Artificial Intelligence With Edge Computing

(2019) Zhi Zhou et al.   PROCEEDINGS OF THE IEEE

LEDGE: Leveraging Edge Computing for Resilient Access Management of Mobile IoT

(2019) Di Wu et al.   IEEE TRANSACTIONS ON MOBILE COMPUTING