Memory-Reduced Network Stacking for Edge-Level CNN Architecture With Structured Weight Pruning
Sign Up to like & getrecommendations! Published in 2019 at "IEEE Journal on Emerging and Selected Topics in Circuits and Systems"
DOI: 10.1109/jetcas.2019.2952137
Abstract: This paper presents a novel stacking and multi-level indexing scheme for convolutional neural networks (CNNs) used in energy-limited edge-level systems. Basically, the proposed scheme offers multiple accuracy modes by adopting a structured weight pruning method… read more here.
Keywords: edge level; structured weight; cnn architecture; cnn ... See more keywords
Hierarchical Decentralized Edge Interoperability
Sign Up to like & getrecommendations! Published in 2024 at "IEEE Internet of Things Journal"
DOI: 10.1109/jiot.2023.3340298
Abstract: The Internet of Things (IoT) has many important applications in multiple domains that include home automation, smart cities, healthcare, agriculture, and environment. IoT comprises a wide range of sensors and actuators that communicate with each… read more here.
Keywords: edge level; edge; solution; hierarchical decentralized ... See more keywords