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Mengxi Liu, M.Sc.

Organizational unit Embedded Intelligence
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Publications

The Power of Training: How Different Neural Network Setups Influence the Energy Demand

Daniel Geißler; Bo Zhou; Mengxi Liu; Sungho Suh; Paul Lukowicz

In: AAAI-24 Workshop Program. AAAI Conference on Artificial Intelligence (AAAI), Workshop Sustainable AI, AAAI Conference and Symposium Proceedings, 2024.

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Smart-Badge: A wearable badge with multi-modal sensors for kitchen activity recognition

Mengxi Liu; Sungho Suh; Bo Zhou; Agnes Grünerbl; Paul Lukowicz

In: ACM International Symposium on Wearable Computers. ACM International Symposium on Wearable Computers (ISWC-2022), located at UbiComp/ISWC '22 Adjunct, September 11-15, Cambridge, United Kingdom, United Kingdom, Pages 356-363, ISBN 978-1-4503-9423-9, Association for Computing Machinery, New York,NY,United States, 4/2023.

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FieldHAR: A Fully Integrated End-to-End RTL Framework for Human Activity Recognition with Neural Networks from Heterogeneous Sensors

Mengxi Liu; Bo Zhou; Zimin Zhao; Hyeonseok Hong; Hyun Kim; Sungho Suh; Vitor Fortes Rey; Paul Lukowicz

In: 2023 IEEE 34th International Conference on Application-specific Systems, Architectures and Processors (ASAP). Annual IEEE International Conference on Application-specific Systems, Architectures and Processors (ASAP-2023), July 19-21, Porto, Portugal, IEEE, 2023.

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