Dynamical memristors for higher-complexity neuromorphic computing

S Kumar, X Wang, JP Strachan, Y Yang… - Nature Reviews …, 2022 - nature.com
Research on electronic devices and materials is currently driven by both the slowing down
of transistor scaling and the exponential growth of computing needs, which make present …

Porous crystalline materials for memories and neuromorphic computing systems

G Ding, JY Zhao, K Zhou, Q Zheng, ST Han… - Chemical Society …, 2023 - pubs.rsc.org
Porous crystalline materials usually include metal–organic frameworks (MOFs), covalent
organic frameworks (COFs), hydrogen-bonded organic frameworks (HOFs) and zeolites …

A flexible artificial chemosensory neuronal synapse based on chemoreceptive ionogel-gated electrochemical transistor

HH Chouhdry, DH Lee, A Bag, NE Lee - Nature Communications, 2023 - nature.com
The human olfactory system comprises olfactory receptor neurons, projection neurons, and
interneurons that perform remarkably sophisticated functions, including sensing, filtration …

Progress of materials and devices for neuromorphic vision sensors

SW Cho, C Jo, YH Kim, SK Park - Nano-Micro Letters, 2022 - Springer
The latest developments in bio-inspired neuromorphic vision sensors can be summarized in
3 keywords: smaller, faster, and smarter.(1) Smaller: Devices are becoming more compact …

Artificial intelligence meets flexible sensors: emerging smart flexible sensing systems driven by machine learning and artificial synapses

T Sun, B Feng, J Huo, Y Xiao, W Wang, J Peng, Z Li… - Nano-Micro Letters, 2024 - Springer
The recent wave of the artificial intelligence (AI) revolution has aroused unprecedented
interest in the intelligentialize of human society. As an essential component that bridges the …

All-in-one metal-oxide heterojunction artificial synapses for visual sensory and neuromorphic computing systems

Q Liu, L Yin, C Zhao, Z Wu, J Wang, X Yu, Z Wang… - Nano Energy, 2022 - Elsevier
An all-in-one artificial synapse integrating central nervous and sensory nervous functions
utilizing low-dimensional metal-oxide heterojunction is demonstrated in this work. With an …

Artificial synapses enabled neuromorphic computing: From blueprints to reality

J Li, Z Shen, Y Cao, X Tu, C Zhao, Y Liu, Z Wen - Nano Energy, 2022 - Elsevier
Emerging brain-inspired neuromorphic computing systems have become a potential
candidate for overcoming the von Neuman bottleneck that limits the performance of most …

Hybrid mixed-dimensional perovskite/metal-oxide heterojunction for all-in-one opto-electric artificial synapse and retinal-neuromorphic system

Q Liu, L Yin, C Zhao, J Wang, Z Wu, H Lei, Y Liu, B Tian… - Nano Energy, 2022 - Elsevier
Human central nervous system and the peripheral nervous system have played significant
roles in mediating the interactions with the outside world. Inspired by the human nervous …

Short-term synaptic plasticity in emerging devices for neuromorphic computing

C Li, X Zhang, P Chen, K Zhou, J Yu, G Wu, D Xiang… - Iscience, 2023 - cell.com
Neuromorphic computing is a promising computing paradigm toward building next-
generation artificial intelligence machines, in which diverse types of synaptic plasticity play …

CMOS-compatible neuromorphic devices for neuromorphic perception and computing: a review

Y Zhu, H Mao, Y Zhu, X Wang, C Fu, S Ke… - … Journal of Extreme …, 2023 - iopscience.iop.org
Neuromorphic computing is a brain-inspired computing paradigm that aims to construct
efficient, low-power, and adaptive computing systems by emulating the information …