ArticleAdvanced science (Weinheim, Baden-Wurttemberg, Germany)2022
A Flexible Artificial Sensory Nerve Enabled by Nanoparticle-Assembled Synaptic Devices for Neuromorphic Tactile Recognition.
Article in Advanced science (Weinheim, Baden-Wurttemberg, Germany), 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 22 papers.
What it found
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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
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Who cites it
22 citing papers in PubMed, 73 citations in OpenAlex.
- Single-device in-sensor computing for multi-channel multiply-accumulate operations.Nature communications · 2026Article
- IGZO-Based First Spike Timing Tactile Encoders and Coupling-Enhanced Transistor Synapses for Efficient Spiking Neural Networks.Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2026Article
- 2D Tellurene-Based Optoelectronic Memristor with Temporal Dynamics for Multimodal Reservoir Computing System.Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2025Article
- Hybrid 3D printing of bio-inspired artificial slowly adapting type II afferents.Nature communications · 2025Article
- Experimental demonstration of third-order memristor-based artificial sensory nervous system for neuro-inspired robotics.Nature communications · 2025Article
- Ferroelectric-Based Optoelectronic Synapses for Visual Perception: From Materials to Systems.Nanomaterials (Basel, Switzerland) · 2025Review
- Artificial Photothermal Nociceptor Using Mott Oscillators.Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2025Article
- An Integrated Monolithic Synaptic Device for C-Tactile Afferent Perception and Robot Emotional Interaction.Cyborg and bionic systems (Washington, D.C.) · 2025Article
- Recent Advance in Synaptic Plasticity Modulation Techniques for Neuromorphic Applications.Nano-micro letters · 2024Review
- Spatial evolution of the proton-coupled Mott transition in correlated oxides for neuromorphic computing.Science advances · 2024Article
- Recent Progress in Wearable Near-Sensor and In-Sensor Intelligent Perception Systems.Sensors (Basel, Switzerland) · 2024Review
- Artificial Intelligence Meets Flexible Sensors: Emerging Smart Flexible Sensing Systems Driven by Machine Learning and Artificial Synapses.Nano-micro letters · 2023Review
- Ion trap and release dynamics enables nonintrusive tactile augmentation in monolithic sensory neuron.Science advances · 2023Article
- Quantum Topological Neuristors for Advanced Neuromorphic Intelligent Systems.Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2023Article
- High sensitivity and wide response range artificial synapse based on polyimide with embedded graphene quantum dots.Scientific reports · 2023Article
- Doppler Frequency-Shift Information Processing in WOAdvanced science (Weinheim, Baden-Wurttemberg, Germany) · 2023Article
- Ligand-Triggered Self-Assembly of Flexible Carbon Dot Nanoribbons for Optoelectronic Memristor Devices and Neuromorphic Computing.Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2023Article
- Mammalian-brain-inspired neuromorphic motion-cognition nerve achieves cross-modal perceptual enhancement.Nature communications · 2023Article
- Low-Dimensional-Materials-Based Flexible Artificial Synapse: Materials, Devices, and Systems.Nanomaterials (Basel, Switzerland) · 2023Review
- Emerging electrolyte-gated transistors for neuromorphic perception.Science and technology of advanced materials · 2023Review
Corrections and comments
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Authors and funding
6 authors at 1 institution in 1 country.
Funding
Abstract
Tactile perception enabled by somatosensory system in human is essential for dexterous tool usage, communication, and interaction. Imparting tactile recognition functions to advanced robots and interactive systems can potentially improve their cognition and intelligence. Here, a flexible artificial sensory nerve that mimics the tactile sensing, neural coding, and synaptic processing functions in human sensory nerve is developed to achieve neuromorphic tactile recognition at device level without relying on algorithms or computing resources. An interfacial self-assembly technique, which produces uniform and defect-less thin film of semiconductor nanoparticles on arbitrary substrates, is employed to prepare the flexible synaptic device. The neural facilitation and sensory memory characteristics of the proton-gating synaptic device enable this system to identify material hardness during robotic grasping and recognize tapping patterns during tactile interaction in a continuous, real-time, high-accuracy manner, demonstrating neuromorphic intelligence and recognition capabilities. This artificial sensory nerve produced in wearable and portable form can be readily integrated with advanced robots and smart human-machine interfaces for implementing human-like tactile cognition in neuromorphic electronics toward robotic and wearable applications.
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Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.