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Assessment of Tiny Machine-Learning Computing Systems Under Neutron-Induced Radiation Effects [PDF]
International audienceThis paper compares and assesses the effectiveness of three prominent machine learning (ML) models for tiny ML computing systems in tolerating neutron-induced soft errors.
Rodrigo Possamai Bastos +2 more
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A Comprehensive Survey on Tiny Machine Learning for Human Behavior Analysis
IEEE Internet of Things JournalIsmail Lamaakal +2 more
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TinyMo: Graph-Level Memory Optimizer for Tiny Machine Learning
IEEE Embedded Systems LettersSeonyeong Heo
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TinyIDS - An IoT Intrusion Detection System by Tiny Machine Learning
The use of Internet of Things (IoT) devices in sectors, such as healthcare, automotive, and industrial automation, has increased the risk of attacks against critical assets. Machine learning techniques may be utilized to identify malicious behaviors, but they often require dedicated, energy-intensive, and expensive devices, which may not be deployable ...Fusco P., Rimoli G. P., Ficco M.
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AutoML for On-Sensor Tiny Machine Learning
IEEE Sensors Letters, 2023Mahesh Chowdhary +3 more
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TinyMLedu: The Tiny Machine Learning Open Education Initiative
Proceedings of the 53rd ACM Technical Symposium on Computer Science Education V. 2, 2022Brian Plancher, Vijay Janapa Reddi
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Tiny Machine Learning: Progress and Futures [Feature]
IEEE Circuits and Systems Magazine, 2023Wei-Chen Wang, Song Han
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Tiny but Mighty: Embedded Machine Learning for Indoor Wireless Localization
2023 IEEE 20th Consumer Communications & Networking Conference (CCNC), 2023Ben Jones, Usman Raza, Aftab Khan 0001
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Electric current classification with tiny machine learning for home appliances
2022 IEEE International Workshop on Metrology for Industry 4.0 & IoT (MetroInd4.0&IoT), 2022Danilo Pau +2 more
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Tiny Machine Learning for Real-Time Postural Stability Analysis
2023 IEEE Sensors Applications Symposium (SAS), 2023Veysi Adin +4 more
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