Scalable Fabrication of Neuromorphic Devices Using Inkjet Printing for the Deposition of Organic Mixed Ionic‐Electronic Conductor
Sign Up to like & getrecommendations! Published in 2024 at "Advanced Electronic Materials"
DOI: 10.1002/aelm.202400479
Abstract: Recent advancements in artificial intelligence (AI) have highlighted the critical need for energy‐efficient hardware solutions, especially in edge‐computing applications. However, traditional AI approaches are plagued by significant power consumption. In response, researchers have turned to… read more here.
Keywords: ionic electronic; mixed ionic; fabrication; neuromorphic devices ... See more keywords
Emerging Optoelectronic Devices for Brain‐Inspired Computing
Sign Up to like & getrecommendations! Published in 2024 at "Advanced Electronic Materials"
DOI: 10.1002/aelm.202400482
Abstract: Brain‐inspired neuromorphic computing is recognized as a promising technology for implementing human intelligence in hardware. Neuromorphic devices, including artificial synapses and neurons, are regarded as essential components for the construction of neuromorphic hardware systems. Recently,… read more here.
Keywords: brain; devices brain; neuromorphic devices; emerging optoelectronic ... See more keywords
Linear Weight Update Synaptic Responses in Ferrimagnetic Neuromorphic Devices
Sign Up to like & getrecommendations! Published in 2024 at "Advanced Electronic Materials"
DOI: 10.1002/aelm.202400591
Abstract: Ferrimagnetic materials with antiparallel exchange coupling, exhibit spin‐orbit‐torque‐induced dynamics, offering an emerging platform for realizing neuromorphic devices, such as artificial synapses. However, the state‐of‐the‐art artificial synapses based on ferrimagnet suffer from poor analog switching linearity,… read more here.
Keywords: responses ferrimagnetic; neuromorphic devices; update synaptic; synaptic responses ... See more keywords
MXene-Ti3C2Tx-Based Neuromorphic Computing: Physical Mechanisms, Performance Enhancement, and Cutting-Edge Computing
Sign Up to like & getrecommendations! Published in 2025 at "Nano-Micro Letters"
DOI: 10.1007/s40820-025-01787-0
Abstract: This review reveals the advantages of MXene-Ti3C2Tx for neuromorphic devices, classifies the core physical mechanisms, and outlines strategies to drive targeted optimization and future innovation. The review outlines three key engineering strategies: doping engineering, interfacial… read more here.
Keywords: physical mechanisms; engineering; neuromorphic devices; mxene ti3c2tx ... See more keywords
Emerging Materials for Neuromorphic Devices and Systems
Sign Up to like & getrecommendations! Published in 2020 at "iScience"
DOI: 10.1016/j.isci.2020.101846
Abstract: Neuromorphic devices and systems have attracted attention as next-generation computing due to their high efficiency in processing complex data. So far, they have been demonstrated using both machine-learning software and complementary metal-oxide-semiconductor-based hardware. However, these… read more here.
Keywords: materials neuromorphic; neuromorphic devices; emerging materials; devices systems ... See more keywords
The Investigation of Neuromimetic Dynamics in Ferroelectrics via In Situ TEM.
Sign Up to like & getrecommendations! Published in 2024 at "Nano letters"
DOI: 10.1021/acs.nanolett.4c01626
Abstract: The core task of neuromorphic devices is to effectively simulate the behavior of neurons and synapses. Based on the functionality of ferroelectric domains with the advantages of low power consumption and high-speed response, great progress… read more here.
Keywords: investigation neuromimetic; ferroelectrics via; neuromorphic devices; neuromimetic dynamics ... See more keywords
Neuromorphic nanoelectronic materials
Sign Up to like & getrecommendations! Published in 2020 at "Nature Nanotechnology"
DOI: 10.1038/s41565-020-0647-z
Abstract: Memristive and nanoionic devices have recently emerged as leading candidates for neuromorphic computing architectures. While top-down fabrication based on conventional bulk materials has enabled many early neuromorphic devices and circuits, bottom-up approaches based on low-dimensional… read more here.
Keywords: dimensional nanomaterials; neuromorphic devices; nanoelectronic materials; low dimensional ... See more keywords
Neuromorphic devices for electronic skin applications.
Sign Up to like & getrecommendations! Published in 2025 at "Materials horizons"
DOI: 10.1039/d4mh01848f
Abstract: Neuromorphic devices represent an important advancement in technology, drawing inspiration from the intricate and efficient mechanisms of the human brain. This review paper elucidates the diverse landscape of neuromorphic electronic skin (e-skin) technologies while highlighting… read more here.
Keywords: devices sensors; applications neuromorphic; neuromorphic devices; electronic skin ... See more keywords
Brain-inspired neural networks: neuromorphic devices and their practical applications
Sign Up to like & getrecommendations! Published in 2025 at "Nanotechnology"
DOI: 10.1088/1361-6528/ae1840
Abstract: Neuromorphic devices are revolutionizing the field of artificial intelligence (AI) by emulating the neural structure and computational efficiency of the human brain. These devices offer a new computing paradigm that integrates processing and memory, sidestepping… read more here.
Keywords: neuromorphic devices; networks neuromorphic; inspired neural; brain inspired ... See more keywords
Embracing the era of neuromorphic computing
Sign Up to like & getrecommendations! Published in 2021 at "Journal of Semiconductors"
DOI: 10.1088/1674-4926/42/1/010301
Abstract: In recent years, deep learning has made tremendous achievements in computer vision, natural language processing, man-machine games and so on, where artificial intelligence can reach or go beyond the level of human beings. However, behind… read more here.
Keywords: intelligence; neuromorphic devices; deep learning; era neuromorphic ... See more keywords
Neuromorphic Global Driving Strategy for Display
Sign Up to like & getrecommendations! Published in 2024 at "IEEE Electron Device Letters"
DOI: 10.1109/led.2024.3410177
Abstract: As reported, neuromorphic devices have been widely applied in many fields. However, there are few reports on the application of neuromorphic devices in the field of display. Intelligent displays will inevitably be a requirement for… read more here.
Keywords: circuit; neuromorphic devices; driving strategy; strategy ... See more keywords