Self‐Powered Gesture Recognition Wristband Enabled by Machine Learning for Full Keyboard and Multicommand Input

Wearable triboelectric sensors for biomedical monitoring and human-machine interface

(2021) Xianjie Pu et al.   iScience

Wearable and Implantable Electroceuticals for Therapeutic Electrostimulations

(2021) Yin Long et al.   Advanced Science

Mechanoreceptor‐Inspired Dynamic Mechanical Stimuli Perception based on Switchable Ionic Polarization

(2021) Hong‐Joon Yoon et al.   ADVANCED FUNCTIONAL MATERIALS

Self-powered technology for next-generation biosensor

(2021) Han Ouyang et al.   Science Bulletin

AI enabled sign language recognition and VR space bidirectional communication using triboelectric smart glove

(2021) Feng Wen et al.   Nature Communications

Machine-Learning-Aided Self-Powered Assistive Physical Therapy Devices

(2021) Xiao Xiao et al.   ACS Nano

A Personalized Acoustic Interface for Wearable Human–Machine Interaction

(2021) Zhiwei Lin et al.   ADVANCED FUNCTIONAL MATERIALS

Electronic Textiles for Wearable Point-of-Care Systems

(2021) Guorui Chen et al.   CHEMICAL REVIEWS

Hybrid nano-textured nanogenerator and self-powered sensor for on-skin triggered biomechanical motions

(2020) Lee Shu Fang et al.   NANOTECHNOLOGY

Triboelectric Nanogenerator Based Smart Electronics via Machine Learning

(2020) Xianglin Ji et al.   Advanced Materials Technologies

Biohybrid Triboelectric Nanogenerator for Label-Free Pharmacological Fingerprinting in Cardiomyocytes

(2020) Xianglin Ji et al.   NANO LETTERS

Artificial intelligence enhanced mathematical modeling on rotary triboelectric nanogenerators under various kinematic and geometric conditions

(2020) Mohammad Khorsand et al.   Nano Energy

A fully self-powered wearable monitoring system with systematically optimized flexible thermoelectric generator

(2020) Jinfeng Yuan et al.   APPLIED ENERGY

Sign-to-speech translation using machine-learning-assisted stretchable sensor arrays

(2020) Zhihao Zhou et al.   Nature Electronics

Gesture recognition using a bioinspired learning architecture that integrates visual data with somatosensory data from stretchable sensors

(2020) Ming Wang et al.   Nature Electronics

Smart Insole for Robust Wearable Biomechanical Energy Harvesting in Harsh Environments

(2020) Zhihao Zhou et al.   ACS Nano

Deep learning enabled smart mats as a scalable floor monitoring system

(2020) Qiongfeng Shi et al.   Nature Communications

Triboelectric nanogenerator sensors for soft robotics aiming at digital twin applications

(2020) Tao Jin et al.   Nature Communications

Biomimetic and porous nanofiber-based hybrid sensor for multifunctional pressure sensing and human gesture identification via deep learning method

(2020) Miao Hua Syu et al.   Nano Energy

A wearable biosensing system with in-sensor adaptive machine learning for hand gesture recognition

(2020) Ali Moin et al.   Nature Electronics

Fabrication of piezoresistive Si nanorod-based pressure sensor arrays: A promising candidate for portable breath monitoring devices

(2020) Ramesh Ghosh et al.   Nano Energy

A Wearable Transient Pressure Sensor Made with MXene Nanosheets for Sensitive Broad-Range Human-Machine Interfacing

(2019) Ying Guo et al.   NANO LETTERS

Deploying Acoustic Detection Algorithms on Low-Cost, Open-Source Acoustic Sensors for Environmental Monitoring

(2019) Peter Prince et al.   SENSORS

Wearable biosensors for healthcare monitoring

(2019) Jayoung Kim et al.   NATURE BIOTECHNOLOGY

A hand gesture recognition algorithm based on DC-CNN

(2019) Xiao Yan Wu   MULTIMEDIA TOOLS AND APPLICATIONS

A laser ablated graphene-based flexible self-powered pressure sensor for human gestures and finger pulse monitoring

(2019) Partha Sarati Das et al.   Nano Research

Triboelectric vibration sensor for a human-machine interface built on ubiquitous surfaces

(2019) Qiang He et al.   Nano Energy

Rich lamellar crystal baklava-structured PZT/PVDF piezoelectric sensor toward individual table tennis training

(2019) Guo Tian et al.   Nano Energy

A bionic stretchable nanogenerator for underwater sensing and energy harvesting

(2019) Yang Zou et al.   Nature Communications

Electronic Skin: Recent Progress and Future Prospects for Skin‐Attachable Devices for Health Monitoring, Robotics, and Prosthetics

(2019) Jun Chang Yang et al.   ADVANCED MATERIALS

A Battery‐Like Self‐Charge Universal Module for Motional Energy Harvest

(2019) Puchuan Tan et al.   Advanced Energy Materials

Keystroke dynamics enabled authentication and identification using triboelectric nanogenerator array

(2018) Changsheng Wu et al.   Materials Today

All-in-one filler-elastomer-based high-performance stretchable piezoelectric nanogenerator for kinetic energy harvesting and self-powered motion monitoring

(2018) Xiujian Chou et al.   Nano Energy

Machine learning-based self-powered acoustic sensor for speaker recognition

(2018) Jae Hyun Han et al.   Nano Energy

Human-Machine Interfacing Enabled by Triboelectric Nanogenerators and Tribotronics

(2018) Wenbo Ding et al.   Advanced Materials Technologies

Deep learning

(2015) Yann LeCun et al.   NATURE

Flexible triboelectric generator

(2012) Feng-Ru Fan et al.   Nano Energy