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1. Deep Inference Optimization for Real-Time Edge Deployment on Microcontrollers
Angela Nikodinovska, 2024, master's thesis/paper

Keywords: edge AI, image classification, neural networks, deep learning, microcontrollers
Full text (file, 7,53 MB)

2. Algorithm execution time and accuracy of NTC thermistor-based temperature measurements in time-critical applications
Marko Petkovšek, Mitja Nemec, Peter Zajec, 2021, original scientific article

Keywords: NTC thermistor, temperature measurement, microcontrollers, control algorithm, calculation time, power electronics
Full text (file, 4,45 MB) This document has more files! More...

3. Miniature mobile robot detection using an ultra-low resolution time-of-flight sensor
Jan Pleterski, Gašper Škulj, Corentin Esnault, Jernej Puc, Rok Vrabič, Primož Podržaj, 2023, original scientific article

Keywords: miniature robots, microcontrollers, time-of-flight, convolutional neural network, binary classification, ultra-low resolution, low power, TinyML
Full text (file, 1,91 MB) This document has more files! More...

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