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Works (4)

$$\mu $$YOLO: Towards Single-Shot Object Detection on Microcontrollers

2025 | Book chapter
DOI: 10.1007/978-3-031-74643-7_13
Contributors: Mark Deutel; Christopher Mutschler; Jürgen Teich
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Combining Multi-Objective Bayesian Optimization with Reinforcement Learning for TinyML

ACM Transactions on Evolutionary Learning and Optimization
2025-01-23 | Journal article
DOI: 10.1145/3715012
Contributors: Mark Deutel; Georgios Kontes; Christopher Mutschler; Jürgen Teich
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On-Device Training of Fully Quantized Deep Neural Networks on Cortex-M Microcontrollers

IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems
2024 | Journal article
DOI: 10.1109/TCAD.2024.3484354
Contributors: Mark Deutel; Frank Hannig; Christopher Mutschler; Jürgen Teich
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Crossref

Energy-efficient Deployment of Deep Learning Applications on Cortex-M based Microcontrollers using Deep Compression

MBMV 2023; 26th Workshop
2023-07-04 | Conference paper
Contributors: Deutel, Mark; Woller, Philipp; Mutschler, Christopher; Teich, Juergen
Source: Self-asserted source
Mark Deutel
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