Non‐Volatile Electrolyte‐Gated Transistors Based on Graphdiyne/MoS2 with Robust Stability for Low‐Power Neuromorphic Computing and Logic‐In‐Memory
Sign Up to like & getrecommendations! Published in 2021 at "Advanced Functional Materials"
DOI: 10.1002/adfm.202100069
Abstract: Artificial synapses are the key building blocks for low‐power neuromorphic computing that can go beyond the constraints of von Neumann architecture. In comparison with two‐terminal memristors and three‐terminal transistors with filament‐formation and charge‐trapping mechanisms, emerging… read more here.
Keywords: low power; neuromorphic computing; mos2; electrolyte gated ... See more keywords
Flexible Low‐Voltage MXene Floating‐Gate Synaptic Transistor for Neuromorphic Computing and Cognitive Learning
Sign Up to like & getrecommendations! Published in 2024 at "Advanced Functional Materials"
DOI: 10.1002/adfm.202403842
Abstract: Neuromorphic computing, inspired by the functionality of biological neural networks, has emerged as a promising paradigm for artificial intelligence applications, especially in the field of flexible electronics. Among the various artificial synaptic devices, floating‐gate synaptic… read more here.
Keywords: mxene floating; synaptic transistor; neuromorphic computing; floating gate ... See more keywords
Neuromorphic Computing in Synthetic Antiferromagnets by Spin‐Orbit Torque Induced Magnetic‐Field‐Free Magnetization Switching
Sign Up to like & getrecommendations! Published in 2024 at "Advanced Functional Materials"
DOI: 10.1002/adfm.202404679
Abstract: Synthetic antiferromagnet (SAF) with high thermal stability, ultra‐fast spin dynamics, and highly efficient spin‐orbit torque switching has great application potential in neuromorphic computing hardware. However, two challenges, the weakening of Hall signal in the remanent… read more here.
Keywords: spin orbit; magnetic field; neuromorphic computing; magnetization switching ... See more keywords
High Precision Conductance Modulation in CuCrP2S6 Synaptic Devices for Enhanced Neuromorphic Computing
Sign Up to like & getrecommendations! Published in 2025 at "Advanced Functional Materials"
DOI: 10.1002/adfm.202504017
Abstract: Artificial synapses are essential components for realizing neuromorphic computing at the physical level. Although numerous artificial synaptic devices have been fabricated in recent years, their performance is often limited by their resistance state modulation capabilities… read more here.
Keywords: synaptic devices; neuromorphic computing; modulation; high precision ... See more keywords
Emerging Memristive Artificial Synapses and Neurons for Energy-Efficient Neuromorphic Computing.
Sign Up to like & getrecommendations! Published in 2020 at "Advanced materials"
DOI: 10.1002/adma.202004659
Abstract: Memristors have recently attracted significant interest due to their applicability as promising building blocks of neuromorphic computing and electronic systems. The dynamic reconfiguration of memristors, which is based on the history of applied electrical stimuli,… read more here.
Keywords: energy efficient; artificial synapses; efficient neuromorphic; synapses neurons ... See more keywords
Harnessing the Metal-Insulator Transition of VO2 in Neuromorphic Computing.
Sign Up to like & getrecommendations! Published in 2022 at "Advanced materials"
DOI: 10.1002/adma.202205294
Abstract: Future-generation neuromorphic computing seeks to overcome the limitations of von Neumann architectures by co-locating logic and memory functions, thereby emulating the function of neurons and synapses in the human brain. Despite remarkable demonstrations of high-fidelity… read more here.
Keywords: insulator transition; neuromorphic computing; metal insulator; design ... See more keywords
Flexible Solution Processable Black Phosphorus Based Optoelectronic Memristive Synapse for Neuromorphic Computing and Artificial Visual Perception Applications.
Sign Up to like & getrecommendations! Published in 2023 at "Advanced materials"
DOI: 10.1002/adma.202300446
Abstract: Being renowned for operating with visible light pulses and electrical signals, optoelectronic memristive synaptic devices have excellent potential for neuromorphic computing systems and artificial visual information processing. Here, we present a flexible back-end-of-line compatible optoelectronic memristor… read more here.
Keywords: visual perception; synaptic features; neuromorphic computing; artificial visual ... See more keywords
Solid‐State Oxide‐Ion Synaptic Transistor for Neuromorphic Computing
Sign Up to like & getrecommendations! Published in 2024 at "Advanced Materials"
DOI: 10.1002/adma.202415743
Abstract: Neuromorphic hardware facilitates rapid and energy‐efficient training and operation of neural network models for artificial intelligence. However, existing analog in‐memory computing devices, like memristors, continue to face significant challenges that impede their commercialization. These challenges… read more here.
Keywords: oxide ion; synaptic transistor; neuromorphic computing; ion ... See more keywords
Flexible Artificial Optoelectronic Synapse based on Lead‐Free Metal Halide Nanocrystals for Neuromorphic Computing and Color Recognition
Sign Up to like & getrecommendations! Published in 2022 at "Advanced Science"
DOI: 10.1002/advs.202202123
Abstract: Optoelectronic synapses combining optical‐sensing and synaptic functions are playing an increasingly vital role in the neuromorphic computing systems development, which can efficiently process visual information and complex recognition, memory, and learning. Metal halides are considered… read more here.
Keywords: recognition; lead free; neuromorphic computing; metal halide ... See more keywords
Ligand‐Triggered Self‐Assembly of Flexible Carbon Dot Nanoribbons for Optoelectronic Memristor Devices and Neuromorphic Computing
Sign Up to like & getrecommendations! Published in 2023 at "Advanced Science"
DOI: 10.1002/advs.202207688
Abstract: Carbon dots (CDs) are widely utilized in sensing, energy storage, and catalysis due to their excellent optical, electrical and semiconducting properties. However, attempts to optimize their optoelectronic performance through high‐order manipulation have met with little… read more here.
Keywords: carbon; neuromorphic computing; ligand triggered; cds ribbons ... See more keywords
Two‐Dimensional MoS2‐Based Anisotropic Synaptic Transistor for Neuromorphic Computing by Localized Electron Beam Irradiation
Sign Up to like & getrecommendations! Published in 2024 at "Advanced Science"
DOI: 10.1002/advs.202408210
Abstract: Neuromorphic computing, a promising solution to the von Neumann bottleneck, is paving the way for the development of next‐generation computing and sensing systems. Axon‐multisynapse systems enable the execution of sophisticated tasks, making them not only… read more here.
Keywords: beam irradiation; electron beam; neuromorphic computing;