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Machine Learning on Mainstream Microcontrollers
Published 2020-05-01“…This paper presents the Edge Learning Machine (ELM), a machine learning framework for edge devices, which manages the training phase on a desktop computer and performs inferences on microcontrollers. The framework implements, in a platform-independent C language, three supervised machine learning algorithms (Support Vector Machine (SVM) with a linear kernel, k-Nearest Neighbors (K-NN), and Decision Tree (DT)), and exploits STM X-Cube-AI to implement Artificial Neural Networks (ANNs) on STM32 Nucleo boards. …”
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Microcontroller base process emulator
Published 2009-12-01Subjects: “…microcontroller base emulator…”
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Making PIC microcontroller instruments and controllers /
Published 2009Subjects: “…Microcontrollers…”
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