Optimizing Accuracy-Efficiency Trade-Offs of On-Device Activity Inference with Star Operation.
Sign Up to like & getrecommendations! Published in 2025 at "IEEE journal of biomedical and health informatics"
DOI: 10.1109/jbhi.2025.3619549
Abstract: Lightweight convolution-based neural networks (CNNs) are well suited for sensor-based human activity recognition (HAR) applications on resource-constrained edge devices with faster inference speed. However, the convolutional kernels are often limited to a small window range,… read more here.
Keywords: har; inference; star operation; activity ... See more keywords
On Theory of Regular Languages with the Kleene Star Operation
Sign Up to like & getrecommendations! Published in 2020 at "Lobachevskii Journal of Mathematics"
DOI: 10.1134/s1995080220090164
Abstract: This paper is dedicated to studying model-theoretic and complexity properties of the theory of regular languages with the Kleene star operation. We construct a ‘‘natural’’ infinite set of axioms for this theory, and we prove… read more here.
Keywords: regular languages; star operation; theory regular; languages kleene ... See more keywords