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 …

A review of resistive switching devices: performance improvement, characterization, and applications

T Shi, R Wang, Z Wu, Y Sun, J An, Q Liu - Small Structures, 2021 - Wiley Online Library
As human society enters the big data era, huge data storage and energy‐efficient data
processing are in great demand. The resistive switching device is an emerging device with …

Extremely low operating current resistive memory based on exfoliated 2D perovskite single crystals for neuromorphic computing

H Tian, L Zhao, X Wang, YW Yeh, N Yao, BP Rand… - Acs Nano, 2017 - ACS Publications
Extremely low energy consumption neuromorphic computing is required to achieve
massively parallel information processing on par with the human brain. To achieve this goal …

Memristors for energy‐efficient new computing paradigms

DS Jeong, KM Kim, S Kim, BJ Choi… - Advanced Electronic …, 2016 - Wiley Online Library
In this Review, memristors are examined from the frameworks of both von Neumann and
neuromorphic computing architectures. For the former, a new logic computational process …

Anisotropic black phosphorus synaptic device for neuromorphic applications

H Tian, Q Guo, Y **e, H Zhao, C Li, JJ Cha… - arxiv preprint arxiv …, 2016 - arxiv.org
Synapses are functional links between neurons, through which" information" flows in the
neural network. These connections vary significantly in strength, typically resulting from the …

Recent progress of two‐dimensional lead halide perovskite single crystals: crystal growth, physical properties, and device applications

J Di, J Chang, S Liu - EcoMat, 2020 - Wiley Online Library
In recent years, research on organic‐inorganic lead halide two‐dimensional (2D)
perovskites has been blossoming. 2D perovskites have completely different layered …

[HTML][HTML] Black phosphorus quantum dots with tunable memory properties and multilevel resistive switching characteristics

ST Han, L Hu, X Wang, Y Zhou, YJ Zeng… - Advanced …, 2017 - ncbi.nlm.nih.gov
Solution‐processed black phosphorus quantum‐dot‐based resistive random access
memory is demonstrated with tunable characteristics, multilevel data storage, and ultrahigh …

Graphene-based wearable sensors

Y Qiao, X Li, T Hirtz, G Deng, Y Wei, M Li, S Ji, Q Wu… - Nanoscale, 2019 - pubs.rsc.org
The human body is a “delicate machine” full of sensors such as the fingers, nose, and
mouth. In addition, numerous physiological signals are being created every moment, which …

Resistive switching performance improvement via modulating nanoscale conductive filament, involving the application of two‐dimensional layered materials

Y Li, S Long, Q Liu, H Lv, M Liu - Small, 2017 - Wiley Online Library
Reversible chemical and structural changes induced by ionic motion and reaction in
response to electrical stimuli leads to resistive switching effects in metal‐insulator‐metal …

2D layered materials for memristive and neuromorphic applications

CY Wang, C Wang, F Meng, P Wang… - Advanced Electronic …, 2020 - Wiley Online Library
With many fantastic properties, memristive devices are a top candidate for next‐generation
memory and neuromorphic computing chips. Significant research progress has been made …