ArticleNature communications2022
A bioinspired flexible neuromuscular system based thermal-annealing-free perovskite with passivation.
Article in Nature communications, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 18 papers.
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Who cites it
18 citing papers in PubMed.
- Voltage-Programmable Switching in Halide Perovskite Memristors by Asymmetric Contact Engineering.Small (Weinheim an der Bergstrasse, Germany) · 2026Article
- High-linearity all-2D heterojunction-based neuromorphic image-sensing transistor array with a sandwiched tunneling layer for dynamic vision.Nature communications · 2026Article
- Feedback neurons based on perovskite memristor with nickel single-atom engineered reduced graphene oxide cathode.Nature communications · 2026Article
- Biomimetic Synapses Based on Halide Perovskites for Neuromorphic Vision Computing: Materials, Devices, and Applications.Nano-micro letters · 2026Review
- Optoelectronic polymer memristors with dynamic control for power-efficient in-sensor edge computing.Light, science & applications · 2025Article
- A metal-organic framework neuron.National science review · 2025Article
- Chelated tin halide perovskite for near-infrared neuromorphic imaging array enabling object recognition and motion perception.Nature communications · 2025Article
- Multidimensional free shape-morphing flexible neuromorphic devices with regulation at arbitrary points.Nature communications · 2025Article
- Spontaneous bifacial capping of perovskite film for efficient and mechanically stable flexible solar cell.Nature communications · 2025Article
- Advances in Metal Halide Perovskite Memristors: A Review from a Co-Design Perspective.Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2025Review
- Memristor-Based Artificial Neural Networks for Hardware Neuromorphic Computing.Research (Washington, D.C.) · 2025Review
- Efficient memristor accelerator for transformer self-attention functionality.Scientific reports · 2024Article
- Spike-Based Neuromorphic Hardware for Dynamic Tactile Perception with a Self-Powered Mechanoreceptor Array.Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2024Article
- Artificial optoelectronic synapse based on CdSe nanobelt photosensitized MoSNanophotonics (Berlin, Germany) · 2024Article
- Capacitive and Inductive Characteristics of Volatile Perovskite Resistive Switching Devices with Analog Memory.The journal of physical chemistry letters · 2024Article
- Artificial Tactile Sensing Neuron with Tactile Sensing Ability Based on a Chitosan Memristor.Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2024Article
- High-Density Artificial Synapse Array Consisting of Homogeneous Electrolyte-Gated Transistors.Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2024Article
- Mechanistic and Kinetic Analysis of Perovskite Memristors with Buffer Layers: The Case of a Two-Step Set Process.The journal of physical chemistry letters · 2023Article
Corrections and comments
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Authors and funding
8 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Brain-inspired electronics require artificial synapses that have ultra-low energy consumption, high operating speed, and stable flexibility. Here, we demonstrate a flexible artificial synapse that uses a rapidly crystallized perovskite layer at room temperature. The device achieves a series of synaptic functions, including logical operations, temporal and spatial rules, and associative learning. Passivation using phenethyl-ammonium iodide eliminated defects and charge traps to reduce the energy consumption to 13.5 aJ per synaptic event, which is the world record for two-terminal artificial synapses. At this ultralow energy consumption, the device achieves ultrafast response frequency of up to 4.17 MHz; which is orders of magnitude magnitudes higher than previous perovskite artificial synapses. A multi-stimulus accumulative artificial neuromuscular system was then fabricated using the perovskite synapse as a key processing unit to control electrochemical artificial muscles, and realized muscular-fatigue warning. This artificial synapse will have applications in future bio-inspired electronics and neurorobots.
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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.