Fusing Stretchable Sensing Technology with Machine Learning for Human–Machine Interfaces
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Title
Fusing Stretchable Sensing Technology with Machine Learning for Human–Machine Interfaces
Authors
Keywords
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Journal
ADVANCED FUNCTIONAL MATERIALS
Volume -, Issue -, Pages 2008807
Publisher
Wiley
Online
2021-03-19
DOI
10.1002/adfm.202008807
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Related references
Note: Only part of the references are listed.- Cyber–Physiochemical Interfaces
- (2020) Ting Wang et al. ADVANCED MATERIALS
- Hybrid nano-textured nanogenerator and self-powered sensor for on-skin triggered biomechanical motions
- (2020) Lee Shu Fang et al. NANOTECHNOLOGY
- Ultrafast machine vision with 2D material neural network image sensors
- (2020) Lukas Mennel et al. NATURE
- Material Design and Fabrication Strategies for Stretchable Metallic Nanocomposites
- (2020) Hyunwoo Joo et al. Small
- A Large‐Area, Stretchable, Textile‐Based Tactile Sensor
- (2020) Youzhi Zhang et al. Advanced Materials Technologies
- Flexible Hybrid Electronics
- (2020) John A. Rogers et al. ADVANCED MATERIALS
- A Behavior‐Learned Cross‐Reactive Sensor Matrix for Intelligent Skin Perception
- (2020) Jun Ho Lee et al. ADVANCED MATERIALS
- Mechanical Tolerance of Cascade Bioreactions via Adaptive Curvature Engineering for Epidermal Bioelectronics
- (2020) Ting Wang et al. ADVANCED MATERIALS
- All-nanofiber–based, ultrasensitive, gas-permeable mechanoacoustic sensors for continuous long-term heart monitoring
- (2020) Md Osman Goni Nayeem et al. PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA
- Highly elastic capacitive pressure sensor based on smart textiles for full-range human motion monitoring
- (2020) Chi Cuong Vu et al. SENSORS AND ACTUATORS A-PHYSICAL
- Human activity recognition using magnetic induction-based motion signals and deep recurrent neural networks
- (2020) Negar Golestani et al. Nature Communications
- 3D printed stretchable triboelectric nanogenerator fibers and devices
- (2020) Yuxin Tong et al. Nano Energy
- An epidermal sEMG tattoo-like patch as a new human–machine interface for patients with loss of voice
- (2020) Huicong Liu et al. Microsystems & Nanoengineering
- All-printed nanomembrane wireless bioelectronics using a biocompatible solderable graphene for multimodal human-machine interfaces
- (2020) Young-Tae Kwon et al. Nature Communications
- Ultra-conformal drawn-on-skin electronics for multifunctional motion artifact-free sensing and point-of-care treatment
- (2020) Faheem Ershad et al. Nature Communications
- Hyaline and stretchable haptic interfaces based on serpentine-shaped silver nanofiber networks
- (2020) Chengming Jiang et al. Nano Energy
- Machine Learning Glove Using Self‐Powered Conductive Superhydrophobic Triboelectric Textile for Gesture Recognition in VR/AR Applications
- (2020) Feng Wen et al. Advanced Science
- A durable nanomesh on-skin strain gauge for natural skin motion monitoring with minimum mechanical constraints
- (2020) Yan Wang et al. Science Advances
- 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
- Ultrasensitive and Stretchable Conductive Fibers Using Percolated Pd Nanoparticle Networks for Multisensing Wearable Electronics: Crack-Based Strain and H2 Sensors
- (2020) Chihyeong Won et al. ACS Applied Materials & Interfaces
- Artificial Skin Perception
- (2020) Ming Wang et al. ADVANCED MATERIALS
- Breathable, large-area epidermal electronic systems for recording electromyographic activity during operant conditioning of H-reflex
- (2020) Young-Tae Kwon et al. BIOSENSORS & BIOELECTRONICS
- Nanomesh pressure sensor for monitoring finger manipulation without sensory interference
- (2020) Sunghoon Lee et al. SCIENCE
- The Key Factors in Physical Activity Type Detection Using Real-Life Data: A Systematic Review
- (2019) Hoda Allahbakhshi et al. Frontiers in Physiology
- Stretchable sensors for environmental monitoring
- (2019) Yang Yang et al. Applied Physics Reviews
- Binodal, wireless epidermal electronic systems with in-sensor analytics for neonatal intensive care
- (2019) Ha Uk Chung et al. SCIENCE
- Stretchable Micromotion Sensor with Enhanced Sensitivity Using Serpentine Layout
- (2019) Zhuocheng Yan et al. ACS Applied Materials & Interfaces
- Significant Stretchability Enhancement of a Crack-Based Strain Sensor Combined with High Sensitivity and Superior Durability for Motion Monitoring
- (2019) Yujie Zhou et al. ACS Applied Materials & Interfaces
- Learning the signatures of the human grasp using a scalable tactile glove
- (2019) Subramanian Sundaram et al. NATURE
- Phase-field modeling and machine learning of electric-thermal-mechanical breakdown of polymer-based dielectrics
- (2019) Zhong-Hui Shen et al. Nature Communications
- Microchannel Structural Design For a Room-Temperature Liquid Metal Based Super-stretchable Sensor
- (2019) Qinwu Gao et al. Scientific Reports
- Flexible Hybrid Electronics for Digital Healthcare
- (2019) Yinji Ma et al. ADVANCED MATERIALS
- Mechanocombinatorially Screening Sensitivity of Stretchable Strain Sensors
- (2019) Shaowu Pan et al. ADVANCED MATERIALS
- All‐in‐One, Wireless, Stretchable Hybrid Electronics for Smart, Connected, and Ambulatory Physiological Monitoring
- (2019) Yun‐Soung Kim et al. Advanced Science
- 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 Deformable Interface for Human Touch Recognition Using Stretchable Carbon Nanotube Dielectric Elastomer Sensors and Deep Neural Networks
- (2019) Chris Larson et al. Soft Robotics
- Rhinophore bio-inspired stretchable and programmable electrochemical sensor
- (2019) Shuqi Wang et al. BIOSENSORS & BIOELECTRONICS
- Skin-integrated wireless haptic interfaces for virtual and augmented reality
- (2019) Xinge Yu et al. NATURE
- Reduced Graphene Oxide/Mesoporous ZnO NSs Hybrid Fibers for Flexible, Stretchable, Twisted, and Wearable NO2 E-Textile Gas Sensor
- (2019) Weiwei Li et al. ACS Sensors
- Hybrid LAE-CMOS Force-Sensing System Employing TFT-Based Compressed Sensing for Scalability of Tactile Sensing Skins
- (2019) Levent E. Aygun et al. IEEE Transactions on Biomedical Circuits and Systems
- Summit: Scaling Deep Learning Interpretability by Visualizing Activation and Attribution Summarizations
- (2019) Fred Hohman et al. IEEE TRANSACTIONS ON VISUALIZATION AND COMPUTER GRAPHICS
- Sparse Machine Learning Discovery of Dynamic Differential Equation of an Esophageal Swallowing Robot
- (2019) Dipankar Bhattacharya et al. IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS
- SkinGest: artificial skin for gesture recognition via filmy stretchable strain sensors
- (2018) Ling Li et al. ADVANCED ROBOTICS
- Big Data in Public Health: Terminology, Machine Learning, and Privacy
- (2018) Stephen J. Mooney et al. Annual Review of Public Health
- Semi-supervised learning based distributed attack detection framework for IoT
- (2018) Shailendra Rathore et al. APPLIED SOFT COMPUTING
- A Stretchable Array of Electronic Receptors for Esophageal Swallowing Robot for Biomimetic Simulations of Bolus Transport
- (2018) Sattar Din et al. IEEE SENSORS JOURNAL
- Places: A 10 Million Image Database for Scene Recognition
- (2018) Bolei Zhou et al. IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE
- Wearable strain sensing textile based on one-dimensional stretchable and weavable yarn sensors
- (2018) Xiaoting Li et al. Nano Research
- DNA methylation-based classification of central nervous system tumours
- (2018) David Capper et al. NATURE
- Standing Enokitake-like Nanowire Films for Highly Stretchable Elastronics
- (2018) Yan Wang et al. ACS Nano
- Materials and Structures toward Soft Electronics
- (2018) Chunfeng Wang et al. ADVANCED MATERIALS
- An integrated self-healable electronic skin system fabricated via dynamic reconstruction of a nanostructured conducting network
- (2018) Donghee Son et al. Nature Nanotechnology
- Inverse molecular design using machine learning: Generative models for matter engineering
- (2018) Benjamin Sanchez-Lengeling et al. SCIENCE
- Human Motion Recognition by Textile Sensors Based on Machine Learning Algorithms
- (2018) Chi Vu et al. SENSORS
- Heterogeneous Strain Distribution of Elastomer Substrates To Enhance the Sensitivity of Stretchable Strain Sensors
- (2018) Ying Jiang et al. ACCOUNTS OF CHEMICAL RESEARCH
- Extremely Deformable, Transparent, and High-Performance Gas Sensor Based on Ionic Conductive Hydrogel
- (2018) Jin Wu et al. ACS Applied Materials & Interfaces
- Highly stretchable sensors for wearable biomedical applications
- (2018) Qinwu Gao et al. JOURNAL OF MATERIALS SCIENCE
- Ultrasoft electronics to monitor dynamically pulsing cardiomyocytes
- (2018) Sunghoon Lee et al. Nature Nanotechnology
- Accelerated Search and Design of Stretchable Graphene Kirigami Using Machine Learning
- (2018) Paul Z. Hanakata et al. PHYSICAL REVIEW LETTERS
- An advanced selective liquid-metal plating technique for stretchable biosensor applications
- (2017) Guangyong Li et al. LAB ON A CHIP
- Mastering the game of Go without human knowledge
- (2017) David Silver et al. NATURE
- Dermatologist-level classification of skin cancer with deep neural networks
- (2017) Andre Esteva et al. NATURE
- Printable elastic conductors by in situ formation of silver nanoparticles from silver flakes
- (2017) Naoji Matsuhisa et al. NATURE MATERIALS
- Inflammation-free, gas-permeable, lightweight, stretchable on-skin electronics with nanomeshes
- (2017) Akihito Miyamoto et al. Nature Nanotechnology
- Full-solution processed, flexible, top-emitting polymer light-emitting diodes based on printed Ag electrodes
- (2017) Hongyu Zhen et al. Journal of Materials Chemistry C
- Nanowire FET Based Neural Element for Robotic Tactile Sensing Skin
- (2017) William Taube Navaraj et al. Frontiers in Neuroscience
- Machine Learning With Big Data: Challenges and Approaches
- (2017) Alexandra L'Heureux et al. IEEE Access
- An artificial intelligence platform for the multihospital collaborative management of congenital cataracts
- (2017) Erping Long et al. Nature Biomedical Engineering
- Highly Stretchable and Highly Conductive PEDOT:PSS/Ionic Liquid Composite Transparent Electrodes for Solution-Processed Stretchable Electronics
- (2016) Mei Ying Teo et al. ACS Applied Materials & Interfaces
- Recent Advances in Flexible and Stretchable Bio-Electronic Devices Integrated with Nanomaterials
- (2016) Suji Choi et al. ADVANCED MATERIALS
- High-Adhesion Stretchable Electrodes Based on Nanopile Interlocking
- (2016) Zhiyuan Liu et al. ADVANCED MATERIALS
- Flexible and Stretchable Physical Sensor Integrated Platforms for Wearable Human-Activity Monitoringand Personal Healthcare
- (2016) Tran Quang Trung et al. ADVANCED MATERIALS
- Critical assessment of regression-based machine learning methods for polymer dielectrics
- (2016) Arun Mannodi-Kanakkithodi et al. COMPUTATIONAL MATERIALS SCIENCE
- Where are multisensory signals combined for perceptual decision-making?
- (2016) Jennifer K Bizley et al. CURRENT OPINION IN NEUROBIOLOGY
- A comprehensive survey of energy-aware routing protocols in wireless body area sensor networks
- (2016) Mehdi Effatparvar et al. JOURNAL OF MEDICAL SYSTEMS
- Fully integrated wearable sensor arrays for multiplexed in situ perspiration analysis
- (2016) Wei Gao et al. NATURE
- Highly stretchable, transparent ionic touch panel
- (2016) C.-C. Kim et al. SCIENCE
- A Textile-Based Stretchable Multi-Ion Potentiometric Sensor
- (2016) Marc Parrilla et al. Advanced Healthcare Materials
- Machine Learning Strategy for Accelerated Design of Polymer Dielectrics
- (2016) Arun Mannodi-Kanakkithodi et al. Scientific Reports
- Highly Sensitive and Stretchable Multidimensional Strain Sensor with Prestrained Anisotropic Metal Nanowire Percolation Networks
- (2015) Kyun Kyu Kim et al. NANO LETTERS
- A multilevel multimodal circuit enhances action selection in Drosophila
- (2015) Tomoko Ohyama et al. NATURE
- Human-level control through deep reinforcement learning
- (2015) Volodymyr Mnih et al. NATURE
- Deep learning
- (2015) Yann LeCun et al. NATURE
- Soft, curved electrode systems capable of integration on the auricle as a persistent brain–computer interface
- (2015) James J. S. Norton et al. PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA
- Human-level concept learning through probabilistic program induction
- (2015) B. M. Lake et al. SCIENCE
- Printable elastic conductors with a high conductivity for electronic textile applications
- (2015) Naoji Matsuhisa et al. Nature Communications
- Recent Progress in Electronic Skin
- (2015) Xiandi Wang et al. Advanced Science
- Highly Stretchable and Sensitive Strain Sensor Based on Silver Nanowire–Elastomer Nanocomposite
- (2014) Morteza Amjadi et al. ACS Nano
- Transparent and Stretchable Interactive Human Machine Interface Based on Patterned Graphene Heterostructures
- (2014) Sumin Lim et al. ADVANCED FUNCTIONAL MATERIALS
- Highly Skin-Conformal Microhairy Sensor for Pulse Signal Amplification
- (2014) Changhyun Pang et al. ADVANCED MATERIALS
- Verification and validation of bioinformatics software without a gold standard: a case study of BWA and Bowtie
- (2014) Eleni Giannoulatou et al. BMC BIOINFORMATICS
- Possible anatomical pathways for short-latency multisensory integration processes in primary sensory cortices
- (2014) Julia U. Henschke et al. Brain Structure & Function
- The gentle touch receptors of mammalian skin
- (2014) A. Zimmerman et al. SCIENCE
- Flexible Fabric Sensor Toward a Humanoid Robot's Skin: Fabrication, Characterization, and Perceptions
- (2013) Van Anh Ho et al. IEEE SENSORS JOURNAL
- Stretchable batteries with self-similar serpentine interconnects and integrated wireless recharging systems
- (2013) Sheng Xu et al. Nature Communications
- A study on semi-supervised FCM algorithm
- (2012) Shan Zeng et al. KNOWLEDGE AND INFORMATION SYSTEMS
- The Proprioceptive Senses: Their Roles in Signaling Body Shape, Body Position and Movement, and Muscle Force
- (2012) Uwe Proske et al. PHYSIOLOGICAL REVIEWS
- Dissolvable films of silk fibroin for ultrathin conformal bio-integrated electronics
- (2010) Dae-Hyeong Kim et al. NATURE MATERIALS
- Haptic perception: A tutorial
- (2009) S. J. Lederman et al. Attention Perception & Psychophysics
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