A survey on wearable human activity recognition: innovative pipeline development for enhanced research and practice

Y Huang, Y Zhou, H Zhao, T Riedel… - 2024 International Joint …, 2024 - ieeexplore.ieee.org
Recent trends in Wearable Human Activity Recognition (WHAR) have led to an
unprecedented 42.9% increase in scholarly articles in 2022, underscoring the urgency for a …

Standardizing Your Training Process for Human Activity Recognition Models–A Comprehensive Review in the Tunable Factors

Y Huang, H Zhao, Y Zhou, T Riedel, M Beigl - International Conference on …, 2023 - Springer
In recent years, deep learning has emerged as a potent tool across a multitude of domains,
leading to a surge in research pertaining to its application in the Wearable Human Activity …

Power-aware training for energy-efficient printed neuromorphic circuits

H Zhao, P Pal, M Hefenbrock, M Beigl… - 2023 IEEE/ACM …, 2023 - ieeexplore.ieee.org
There is an increasing demand for next-generation flexible electronics in emerging low-cost
applications such as smart packaging and smart bandages, where conventional silicon …

3DA: Assessing 3D-Printed Electrodes for Measuring Electrodermal Activity

M Schmitz, D Schön, H Klagemann… - Extended Abstracts of the …, 2024 - dl.acm.org
Electrodermal activity (EDA) reflects changes in skin conductance, which are closely tied to
human psychophysiological states. For example, EDA sensors can assess stress, cognitive …

Highly-dependable printed neuromorphic circuits based on additive manufacturing

H Zhao, M Hefenbrock, M Beigl… - Flexible and Printed …, 2023 - iopscience.iop.org
The rapid development of emerging domains, such as the Internet of Things and wearable
technologies, necessitates the development of flexible, stretchable, and non-toxic devices …

Printed Sensing: Assessing 3D-Printed Electrodes for Measuring Electrodermal Activity

M Schmitz, D Schön, H Klagemann, T Kosch - arXiv preprint arXiv …, 2024 - arxiv.org
Electrodermal activity (EDA) reflects changes in skin conductance, closely tied to human
psychological states. EDA sensors can assess stress, cognitive workload, arousal, and …

Split Additive Manufacturing for Printed Neuromorphic Circuits

H Zhao, M Hefenbrock, M Beigl… - … Design, Automation & …, 2023 - ieeexplore.ieee.org
Printed and flexible electronics promises smart devices for application domains, such as
smart fast moving consumer goods and medical wearables, which are generally …

Towards Temporal Information Processing–Printed Neuromorphic Circuits with Learnable Filters

H Zhao, P Pal, M Hefenbrock, M Beigl… - Proceedings of the 18th …, 2023 - dl.acm.org
Many consumer products such as wearable and disposable electronics require flexibility,
biocompatibility and ultra low-costs, which can hardly be matched by silicon electronics …