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
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
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
Reliable multilevel memristive neuromorphic devices based on amorphous matrix via quasi-1D filament confinement and buffer layer
Sign Up to like & getrecommendations! Published in 2022 at "Science Advances"
DOI: 10.1126/sciadv.abj7866
Abstract: Conductive-bridging random access memory (CBRAM) has garnered attention as a building block of non–von Neumann architectures because of scalability and parallel processing on the crossbar array. To integrate CBRAM into the back-end-of-line (BEOL) process, amorphous… read more here.
Keywords: neuromorphic devices; layer; multilevel memristive; based amorphous ... See more keywords
Organic neuromorphic devices: Past, present, and future challenges
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DOI: 10.1557/mrs.2020.196
Abstract: read more here.
Keywords: neuromorphic devices; organic neuromorphic; devices past; present future ... See more keywords
Neuromorphic Devices for Bionic Sensing and Perception
Sign Up to like & getrecommendations! Published in 2021 at "Frontiers in Neuroscience"
DOI: 10.3389/fnins.2021.690950
Abstract: Neuromorphic devices that can emulate the bionic sensory and perceptual functions of neural systems have great applications in personal healthcare monitoring, neuro-prosthetics, and human–machine interfaces. In order to realize bionic sensing and perception, it’s crucial… read more here.
Keywords: bionic sensing; devices bionic; neuromorphic devices; sensing perception ... See more keywords