Recent progress in transistor‐based optoelectronic synapses: from neuromorphic computing to artificial sensory system

SW Cho, SM Kwon, YH Kim… - Advanced Intelligent …, 2021 - Wiley Online Library
Neuromorphic electronics draw attention as innovative approaches that facilitate hardware
implementation of next‐generation artificial intelligent system including neuromorphic in …

Optoelectronic synaptic devices for neuromorphic computing

Y Wang, L Yin, W Huang, Y Li, S Huang… - Advanced Intelligent …, 2021 - Wiley Online Library
Neuromorphic computing can potentially solve the von Neumann bottleneck of current
mainstream computing because it excels at self‐adaptive learning and highly parallel …

Flexible electro-optical neuromorphic transistors with tunable synaptic plasticity and nociceptive behavior

H Wei, Y Ni, L Sun, H Yu, J Gong, Y Du, M Ma, H Han… - Nano Energy, 2021 - Elsevier
An electro-optical modulation synaptic device is proposed; it can emulate both brain-like
processing and nervous perception functions by using a special nanoparticle-based …

Recent advances in neuromorphic transistors for artificial perception applications

WS Wang, LQ Zhu - Science and Technology of Advanced …, 2023 - Taylor & Francis
Conventional von Neumann architecture is insufficient in establishing artificial intelligence
(AI) in terms of energy efficiency, computing in memory and dynamic learning. Delightedly …

Optical synaptic devices with ultra-low power consumption for neuromorphic computing

C Zhu, H Liu, W Wang, L Xiang, J Jiang… - Light: Science & …, 2022 - nature.com
Brain-inspired neuromorphic computing, featured by parallel computing, is considered as
one of the most energy-efficient and time-saving architectures for massive data computing …

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 …

Recent advances in emerging neuromorphic computing and perception devices

Y Zhu, Y Zhu, H Mao, Y He, S Jiang… - Journal of Physics D …, 2021 - iopscience.iop.org
Brain-inspired electronics represent a promising paradigm to resolve the energy and time
bottlenecks in conventional digital machines. Recent advances have spanned both …

An electro-photo-sensitive synaptic transistor for edge neuromorphic visual systems

N Duan, Y Li, HC Chiang, J Chen, WQ Pan, YX Zhou… - Nanoscale, 2019 - pubs.rsc.org
The practical application of optoelectronic artificial synapses in neuromorphic visual systems
is still hindered by their limited functionality, reliability and the challenge of mass production …

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 …

Analog nanoscale electro-optical synapses for neuromorphic computing applications

K Portner, M Schmuck, P Lehmann, C Weilenmann… - ACS …, 2021 - ACS Publications
The typically nonlinear and asymmetric response of synaptic memristors to positive and
negative electrical pulses makes the realization of accurate deep neural networks very …