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cs.LG2025
Ariel-ML: Computing Parallelization with Embedded Rust for Neural Networks on Heterogeneous Multi-core Microcontrollers
Zhaolan Huang, Kaspar Schleiser, Gyungmin Myung +1
Low-power microcontroller (MCU) hardware is currently evolving from single-core architectures to predominantly multi-core architectures. In parallel, new embedded software building…
cs.LG2023
U-TOE: Universal TinyML On-board Evaluation Toolkit for Low-Power IoT
Zhaolan Huang, Koen Zandberg, Kaspar Schleiser +1
Results from the TinyML community demonstrate that, it is possible to execute machine learning models directly on the terminals themselves, even if these are small microcontroller-…