Artificial intelligence meets flexible sensors: emerging smart flexible sensing systems driven by machine learning and artificial synapses

T Sun, B Feng, J Huo, Y **ao, W Wang, J Peng, Z Li… - Nano-Micro Letters, 2024 - Springer
The recent wave of the artificial intelligence (AI) revolution has aroused unprecedented
interest in the intelligentialize of human society. As an essential component that bridges the …

Soft sensors and actuators for wearable human–machine interfaces

J Park, Y Lee, S Cho, A Choe, J Yeom, YG Ro… - Chemical …, 2024 - ACS Publications
Haptic human–machine interfaces (HHMIs) combine tactile sensation and haptic feedback
to allow humans to interact closely with machines and robots, providing immersive …

Soft wearable devices for deep-tissue sensing

M Lin, H Hu, S Zhou, S Xu - Nature Reviews Materials, 2022 - nature.com
Wearable devices with skin-like mechanical properties enable continuous monitoring of the
human body. However, wearable device design has mainly focused on recording superficial …

A fully integrated, standalone stretchable device platform with in-sensor adaptive machine learning for rehabilitation

H Xu, W Zheng, Y Zhang, D Zhao, L Wang… - Nature …, 2023 - nature.com
Post-surgical treatments of the human throat often require continuous monitoring of diverse
vital and muscle activities. However, wireless, continuous monitoring and analysis of these …

Skin bioelectronics towards long-term, continuous health monitoring

Y Wang, H Haick, S Guo, C Wang, S Lee… - Chemical Society …, 2022 - pubs.rsc.org
Skin bioelectronics are considered as an ideal platform for personalised healthcare because
of their unique characteristics, such as thinness, light weight, good biocompatibility …

Wearable sensors‐enabled human–machine interaction systems: from design to application

R Yin, D Wang, S Zhao, Z Lou… - Advanced Functional …, 2021 - Wiley Online Library
In comparison to traditional bulky and rigid electronic devices, the human–machine
interaction (HMI) system with flexible and wearable components is an inevitable future trend …

Mixed-modality speech recognition and interaction using a wearable artificial throat

Q Yang, W **, Q Zhang, Y Wei, Z Guo, X Li… - Nature Machine …, 2023 - nature.com
Researchers have recently been pursuing technologies for universal speech recognition
and interaction that can work well with subtle sounds or noisy environments. Multichannel …

Flexible wearable sensors for cardiovascular health monitoring

S Chen, J Qi, S Fan, Z Qiao, JC Yeo… - Advanced Healthcare …, 2021 - Wiley Online Library
Cardiovascular diseases account for the highest mortality globally, but recent advances in
wearable technologies may potentially change how these illnesses are diagnosed and …

Advancing biosensors with machine learning

F Cui, Y Yue, Y Zhang, Z Zhang, HS Zhou - ACS sensors, 2020 - ACS Publications
Chemometrics play a critical role in biosensors-based detection, analysis, and diagnosis.
Nowadays, as a branch of artificial intelligence (AI), machine learning (ML) have achieved …

Haptic-feedback smart glove as a creative human-machine interface (HMI) for virtual/augmented reality applications

M Zhu, Z Sun, Z Zhang, Q Shi, T He, H Liu, T Chen… - Science …, 2020 - science.org
Human-machine interfaces (HMIs) experience increasing requirements for intuitive and
effective manipulation. Current commercialized solutions of glove-based HMI are limited by …