Biomimetic strategies and technologies for artificial tactile sensory systems.

[1]  Puchuan Tan,et al.  Artificial tactile perception smart finger for material identification based on triboelectric sensing , 2022, Science advances.

[2]  Yulia Sandamirskaya,et al.  Neuro-inspired electronic skin for robots , 2022, Science Robotics.

[3]  Yuke Chen,et al.  Perception‐to‐Cognition Tactile Sensing Based on Artificial‐Intelligence‐Motivated Human Full‐Skin Bionic Electronic Skin , 2022, Advanced materials.

[4]  Zhong-Lin Wang,et al.  Skin-inspired textile-based tactile sensors enable multifunctional sensing of wearables and soft robots , 2022, Nano Energy.

[5]  T. Sakata,et al.  Direct Electrochemical Signaling in Organic Electrochemical Transistors Comprising High-Conductivity Double-Network Hydrogels. , 2022, ACS applied materials & interfaces.

[6]  Puchuan Tan,et al.  Self‐Powered Gesture Recognition Wristband Enabled by Machine Learning for Full Keyboard and Multicommand Input , 2022, Advanced materials.

[7]  C. Oddo,et al.  Functional mimicry of Ruffini receptors with fibre Bragg gratings and deep neural networks enables a bio-inspired large-area tactile-sensitive skin , 2022, Nature Machine Intelligence.

[8]  Jong-Hyun Ahn,et al.  Rational design of high-performance wearable tactile sensors utilizing bioinspired structures/functions, natural biopolymers, and biomimetic strategies , 2022, Materials Science and Engineering: R: Reports.

[9]  M. Sitti,et al.  Smart materials: rational design in biosystems via artificial intelligence. , 2022, Trends in biotechnology.

[10]  Diansheng Chen,et al.  A Capacitive and Piezoresistive Hybrid Sensor for Long‐Distance Proximity and Wide‐Range Force Detection in Human–Robot Collaboration , 2021, Adv. Intell. Syst..

[11]  Mengying Xie,et al.  Multifunctional Soft Robotic Finger Based on a Nanoscale Flexible Temperature-Pressure Tactile Sensor for Material Recognition. , 2021, ACS applied materials & interfaces.

[12]  Do Hwan Kim,et al.  A Self‐Healing and Ionic Liquid Affiliative Polyurethane toward a Piezo 2 Protein Inspired Ionic Skin , 2021, Advanced Functional Materials.

[13]  Junmeng Guo,et al.  The self-powered artificial synapse mechanotactile sensing system by integrating triboelectric plasma and gas-ionic-gated graphene transistor , 2021, Nano Energy.

[14]  Xiao-hua Ma,et al.  A Skin-Inspired Artificial Mechanoreceptor for Tactile Enhancement and Integration. , 2021, ACS nano.

[15]  Jae Hyun Kim,et al.  Large‐Area Pixelized Optoelectronic Neuromorphic Devices with Multispectral Light‐Modulated Bidirectional Synaptic Circuits , 2021, Advanced materials.

[16]  Serkan Keser,et al.  Fiber optic tactile sensor for surface roughness recognition by machine learning algorithms , 2021, Sensors and Actuators A: Physical.

[17]  D. Ginty,et al.  The mechanosensory neurons of touch and their mechanisms of activation , 2021, Nature Reviews Neuroscience.

[18]  Yan-cheng Wang,et al.  Finger‐Skin‐Inspired Flexible Optical Sensor for Force Sensing and Slip Detection in Robotic Grasping , 2021, Advanced Materials Technologies.

[19]  Kang-Il Song,et al.  An artificial neural tactile sensing system , 2021, Nature Electronics.

[20]  B. Hu,et al.  Bio‐Inspired Hybrid Dielectric for Capacitive and Triboelectric Tactile Sensors with High Sensitivity and Ultrawide Linearity Range , 2021, Advanced materials.

[21]  Jiecai Han,et al.  A flexible ultra-sensitive triboelectric tactile sensor of wrinkled PDMS/MXene composite films for E-skin , 2021 .

[22]  Wenzhen Yuan,et al.  Soft magnetic skin for super-resolution tactile sensing with force self-decoupling , 2021, Science Robotics.

[23]  K. Cho,et al.  Fingerpad‐Inspired Multimodal Electronic Skin for Material Discrimination and Texture Recognition , 2021, Advanced science.

[24]  Chengkuo Lee,et al.  Making use of nanoenergy from human – Nanogenerator and self-powered sensor enabled sustainable wireless IoT sensory systems , 2021 .

[25]  Xinyu Wu,et al.  Tactile Surface Roughness Categorization With Multineuron Spike Train Distance , 2020, IEEE Transactions on Automation Science and Engineering.

[26]  Yubo Fan,et al.  Design of Robot-Assisted Task Involving Visuomotor Conflict for Identification of Proprioceptive Acuity , 2021, IEEE Transactions on Instrumentation and Measurement.

[27]  Kyu-Ho Lee,et al.  Artificially Intelligent Tactile Ferroelectric Skin , 2020, Advanced science.

[28]  Tianyiyi He,et al.  Technologies toward next generation human machine interfaces: From machine learning enhanced tactile sensing to neuromorphic sensory systems , 2020, Applied Physics Reviews.

[29]  Elena O. Gracheva,et al.  Lamellar cells in Pacinian and Meissner corpuscles are touch sensors , 2020, bioRxiv.

[30]  Weiyi Chen,et al.  Sequential in-situ route to synthesize novel composite hydrogels with excellent mechanical, conductive, and magnetic responsive properties , 2020 .

[31]  Nicole L. Neubarth,et al.  Meissner corpuscles and their spatially intermingled afferents underlie gentle touch perception , 2020, Science.

[32]  Chengkuo Lee,et al.  Machine Learning Glove Using Self‐Powered Conductive Superhydrophobic Triboelectric Textile for Gesture Recognition in VR/AR Applications , 2020, Advanced science.

[33]  Ilana Nisky,et al.  Stretching the skin immediately enhances perceived stiffness and gradually enhances the predictive control of grip force , 2020, eLife.

[34]  Koh Hosoda,et al.  Soft Inductive Tactile Sensor Using Flow-Channel Enclosing Liquid Metal , 2020, IEEE Robotics and Automation Letters.

[35]  Yiyu Feng,et al.  Highly Transparent, Self-Healable, and Adhesive Organogels for Bio-Inspired Intelligent Ionic Skins. , 2020, ACS applied materials & interfaces.

[36]  Qiang Zheng,et al.  Flexible and stretchable dual mode nanogenerator for rehabilitation monitoring and information interaction. , 2020, Journal of materials chemistry. B.

[37]  Qiangfei Xia,et al.  An artificial spiking afferent nerve based on Mott memristors for neurorobotics , 2020, Nature Communications.

[38]  Allon M. Klein,et al.  The emergence of transcriptional identity in somatosensory neurons , 2020, Nature.

[39]  Ammar Belatreche,et al.  A review of learning in biologically plausible spiking neural networks , 2019, Neural Networks.

[40]  J. Zhao,et al.  Graphene Synapses: Piezotronic Graphene Artificial Sensory Synapse (Adv. Funct. Mater. 41/2019) , 2019, Advanced Functional Materials.

[41]  Anthony P F Turner,et al.  Integrated Printed Microfluidic Biosensors. , 2019, Trends in biotechnology.

[42]  Xu Wang,et al.  A bimodal soft electronic skin for tactile and touchless interaction in real time , 2019, Nature Communications.

[43]  Yeongjun Lee,et al.  Flexible Neuromorphic Electronics for Computing, Soft Robotics, and Neuroprosthetics , 2019, Advanced materials.

[44]  Xueming Li,et al.  Structure and mechanogating of the mammalian tactile channel PIEZO2 , 2019, Nature.

[45]  D. Ginty,et al.  Deep Sequencing of Somatosensory Neurons Reveals Molecular Determinants of Intrinsic Physiological Properties , 2019, Neuron.

[46]  F. McGlone,et al.  An ultrafast system for signaling mechanical pain in human skin , 2019, Science Advances.

[47]  Wojciech Matusik,et al.  Learning the signatures of the human grasp using a scalable tactile glove , 2019, Nature.

[48]  Changsoon Choi,et al.  Self-Powered Pressure- and Vibration-Sensitive Tactile Sensors for Learning Technique-Based Neural Finger Skin. , 2019, Nano letters.

[49]  Zhong Lin Wang,et al.  Symbiotic cardiac pacemaker , 2019, Nature Communications.

[50]  Lizhen Wang,et al.  Design of Virtual Guiding Tasks With Haptic Feedback for Assessing the Wrist Motor Function of Patients With Upper Motor Neuron Lesions , 2019, IEEE Transactions on Neural Systems and Rehabilitation Engineering.

[51]  Wei Yi,et al.  Biological plausibility and stochasticity in scalable VO2 active memristor neurons , 2018, Nature Communications.

[52]  Kara L. Marshall,et al.  The mechanosensitive ion channel Piezo2 mediates sensitivity to mechanical pain in mice , 2018, Science Translational Medicine.

[53]  Gang Liu,et al.  A skin-inspired tactile sensor for smart prosthetics , 2018, Science Robotics.

[54]  Nitish V. Thakor,et al.  Prosthesis with neuromorphic multilayered e-dermis perceives touch and pain , 2018, Science Robotics.

[55]  Xiaodong Chen,et al.  An Artificial Sensory Neuron with Tactile Perceptual Learning , 2018, Advanced materials.

[56]  Zhenan Bao,et al.  A bioinspired flexible organic artificial afferent nerve , 2018, Science.

[57]  Youngoh Lee,et al.  Skin-Inspired Hierarchical Polymer Architectures with Gradient Stiffness for Spacer-Free, Ultrathin, and Highly Sensitive Triboelectric Sensors. , 2018, ACS nano.

[58]  Sung Youb Kim,et al.  Tailoring force sensitivity and selectivity by microstructure engineering of multidirectional electronic skins , 2018, NPG Asia Materials.

[59]  K. Chun,et al.  A Self‐Powered Sensor Mimicking Slow‐ and Fast‐Adapting Cutaneous Mechanoreceptors , 2018, Advances in Materials.

[60]  Xiaodong Chen,et al.  Auxetic Mechanical Metamaterials to Enhance Sensitivity of Stretchable Strain Sensors , 2018, Advanced materials.

[61]  V. Ramachandran,et al.  Human ability to discriminate surface chemistry by touch , 2018 .

[62]  James M. Rehg,et al.  Inferring Object Properties with a Tactile-Sensing Array Given Varying Joint Stiffness and Velocity , 2014, Int. J. Humanoid Robotics.

[63]  Hongwei Zhu,et al.  Recent advances in wearable tactile sensors: Materials, sensing mechanisms, and device performance , 2017 .

[64]  Dukhyun Choi,et al.  An Ultrasensitive, Visco‐Poroelastic Artificial Mechanotransducer Skin Inspired by Piezo2 Protein in Mammalian Merkel Cells , 2017, Advanced materials.

[65]  J. Grandl,et al.  Touch, Tension, and Transduction - The Function and Regulation of Piezo Ion Channels. , 2017, Trends in biochemical sciences.

[66]  Zhenan Bao,et al.  Pursuing prosthetic electronic skin. , 2016, Nature materials.

[67]  Chwee Teck Lim,et al.  Highly Flexible Graphene Oxide Nanosuspension Liquid-Based Microfluidic Tactile Sensor. , 2016, Small.

[68]  G. Malliaras,et al.  Neuromorphic Functions in PEDOT:PSS Organic Electrochemical Transistors , 2015, Advanced materials.

[69]  T. Jessell,et al.  Piezo2 is the principal mechanotransduction channel for proprioception , 2015, Nature Neuroscience.

[70]  Zhenan Bao,et al.  A chameleon-inspired stretchable electronic skin with interactive colour changing controlled by tactile sensing , 2015, Nature Communications.

[71]  Sung Youb Kim,et al.  Tactile-direction-sensitive and stretchable electronic skins based on human-skin-inspired interlocked microstructures. , 2014, ACS nano.

[72]  Q. Ma,et al.  Merkel Cells Are a Touchy Subject , 2014, Cell.

[73]  A. Patapoutian,et al.  Piezo2 is required for Merkel cell mechanotransduction , 2014, Nature.

[74]  D. Ginty,et al.  The Sensory Neurons of Touch , 2013, Neuron.

[75]  Gordon Cheng,et al.  Directions Toward Effective Utilization of Tactile Skin: A Review , 2013, IEEE Sensors Journal.

[76]  Yonggang Huang,et al.  Multifunctional Epidermal Electronics Printed Directly Onto the Skin , 2013, Advanced materials.

[77]  R Stanley Williams,et al.  Sub-100 fJ and sub-nanosecond thermally driven threshold switching in niobium oxide crosspoint nanodevices , 2012, Nanotechnology.

[78]  Oliver G. B. Garrod,et al.  Facial expressions of emotion are not culturally universal , 2012, Proceedings of the National Academy of Sciences.

[79]  Manuela Schmidt,et al.  Piezo1 and Piezo2 Are Essential Components of Distinct Mechanically Activated Cation Channels , 2010, Science.

[80]  Giulio Sandini,et al.  Tactile Sensing—From Humans to Humanoids , 2010, IEEE Transactions on Robotics.

[81]  Rajnikant V. Patel,et al.  Robot-assisted Tactile Sensing for Minimally Invasive Tumor Localization , 2009, Int. J. Robotics Res..

[82]  Eugene M. Izhikevich,et al.  Simple model of spiking neurons , 2003, IEEE Trans. Neural Networks.

[83]  Wulfram Gerstner,et al.  Coding properties of spiking neurons: reverse and cross-correlations , 2001, Neural Networks.

[84]  Kenneth O. Johnson,et al.  Tactile Functions of Mechanoreceptive Afferents Innervating the Hand , 2000, Journal of clinical neurophysiology : official publication of the American Electroencephalographic Society.

[85]  A. Hodgkin,et al.  A quantitative description of membrane current and its application to conduction and excitation in nerve , 1990, Bulletin of mathematical biology.

[86]  Y. Ovchinnikov.  Physico-chemical basis of ion transport through biological membranes: ionophores and ion channels. , 1979, European journal of biochemistry.

[87]  M. R. Chambers,et al.  The structure and function of the slowly adapting type II mechanoreceptor in hairy skin. , 1972, Quarterly journal of experimental physiology and cognate medical sciences.

[88]  V. Mountcastle,et al.  The sense of flutter-vibration: comparison of the human capacity with response patterns of mechanoreceptive afferents from the monkey hand. , 1968, Journal of neurophysiology.

[89]  N. Cauna.  Nature and functions of the papillary ridges of the digital skin , 1954, The Anatomical record.