2D material based synaptic devices for neuromorphic computing

G Cao, P Meng, J Chen, H Liu, R Bian… - Advanced Functional …, 2021 - Wiley Online Library
The demand for computing power has been increasing exponentially since the emergence
of artificial intelligence (AI), internet of things (IoT), and machine learning (ML), where novel …

Emerging artificial synaptic devices for neuromorphic computing

Q Wan, MT Sharbati, JR Erickson… - Advanced Materials …, 2019 - Wiley Online Library
In today's era of big‐data, a new computing paradigm beyond today's von‐Neumann
architecture is needed to process these large‐scale datasets efficiently. Inspired by the …

Low‐power, electrochemically tunable graphene synapses for neuromorphic computing

MT Sharbati, Y Du, J Torres, ND Ardolino… - Advanced …, 2018 - Wiley Online Library
Brain‐inspired neuromorphic computing has the potential to revolutionize the current
computing paradigm with its massive parallelism and potentially low power consumption …

Electric-double-layer transistors for synaptic devices and neuromorphic systems

Y He, Y Yang, S Nie, R Liu, Q Wan - Journal of Materials Chemistry C, 2018 - pubs.rsc.org
Compared with the traditional von Neumann architecture, neural systems have many
distinctive properties including parallelism, low-power consumption, fault tolerance, self …

Electron transfer directed antibacterial properties of graphene oxide on metals

S Panda, TK Rout, AD Prusty, PM Ajayan… - Advanced …, 2018 - Wiley Online Library
Nanomaterials such as silver nanoparticles and graphene‐based composites are known to
exhibit biocidal activities. However, interactions with surrounding medium or supporting …

Broadband optoelectronic synaptic devices based on silicon nanocrystals for neuromorphic computing

H Tan, Z Ni, W Peng, S Du, X Liu, S Zhao, W Li, Z Ye… - Nano Energy, 2018 - Elsevier
Optically stimulated synaptic devices are critical to the development of neuromorphic
computing with broad bandwidth and efficient interconnect. Although a few interesting …

Recent advances in 2D organic− inorganic heterostructures for electronics and optoelectronics

J Khan, RTM Ahmad, J Tan, R Zhang, U Khan… - SmartMat, 2023 - Wiley Online Library
Abstract Two‐dimensional (2D) materials show outstanding properties such as dangling
bond‐free surfaces, strong in‐plane while weak out‐of‐plane bonding, layer‐dependent …

Recent progress on emerging transistor‐based neuromorphic devices

Y He, L Zhu, Y Zhu, C Chen, S Jiang… - Advanced Intelligent …, 2021 - Wiley Online Library
Human brain outperforms the current von Neumann digital computer in many aspects, such
as energy efficiency and fault‐tolerance. Inspired by human brain, neuromorphic …

Advances in pixel driving technology for micro-LED displays

H Gao, M Zou, C Zhong, J Zhuang, J Lin, Z Lu, Z Jiang… - Nanoscale, 2023 - pubs.rsc.org
Micro-LED displays have been recognized as one of the most promising technologies for the
next-generation displays. This review focuses on the pixel-driving technology of micro-LED …

Emerging synaptic devices: from two-terminal memristors to multiterminal neuromorphic transistors

S Jiang, S Nie, Y He, R Liu, C Chen, Q Wan - Materials Today Nano, 2019 - Elsevier
The conventional von-Neumann computing architecture is facing challenges including the
heat wall, the memory wall, and the end of Moore's law, which become even more severe in …