Emerging photoelectric devices for neuromorphic vision applications: principles, developments, and outlooks

Y Zhang, Z Huang, J Jiang - Science and Technology of Advanced …, 2023 - Taylor & Francis
The traditional von Neumann architecture is gradually failing to meet the urgent need for
highly parallel computing, high-efficiency, and ultra-low power consumption for the current …

Recent progress in optoelectronic neuromorphic devices

YB Guo, LQ Zhu - Chinese Physics B, 2020 - iopscience.iop.org
Rapid developments in artificial intelligence trigger demands for perception and learning of
external environments through visual perception systems. Neuromorphic devices and …

Advanced optoelectronic devices for neuromorphic analog based on low‐dimensional semiconductors

X Wang, Y Zong, D Liu, J Yang… - Advanced Functional …, 2023 - Wiley Online Library
Neuromorphic systems can parallelize the perception and computation of information,
making it possible to break through the von Neumann bottleneck. Neuromorphic …

Opto-electronic memristors: Prospects and challenges in neuromorphic computing

A Emboras, A Alabastri, P Lehmann, K Portner… - Applied Physics …, 2020 - pubs.aip.org
Memristive-based electro-optical neuromorphic hardware takes advantage of both the high-
density of electronic circuits and the high bandwidth of their photonic counterparts, thus …

Reconfigurable optoelectronic memristor for in-sensor computing applications

TY Wang, JL Meng, QX Li, ZY He, H Zhu, L Ji, QQ Sun… - Nano Energy, 2021 - Elsevier
Inspired by human brain and visual system, optoelectronic memristors-based neuromorphic
computing has attracted the interests of researchers to overcome the limitation of traditional …

Optogenetics-inspired manipulation of synaptic memory using all-optically controlled memristors

Q Sun, Z Guo, X Zhu, Q Jiang, H Liu, X Liu, C Sun… - Nanoscale, 2023 - pubs.rsc.org
Memristive synapses compatible with optogenetic techniques allow for the fast and low-
power manipulation of memory activities using light in artificial neural systems. However …

Photonic memristor for future computing: a perspective

JY Mao, L Zhou, X Zhu, Y Zhou… - Advanced Optical …, 2019 - Wiley Online Library
Photonic computing and neuromorphic computing could address the inherent limitations of
traditional von Neumann architecture and gradually invalidate Moore's law. As photonics …

Optoelectronic memristor for neuromorphic computing

W Xue, W Ci, XH Xu, G Liu - Chinese Physics B, 2020 - iopscience.iop.org
With the need of the internet of things, big data, and artificial intelligence, creating new
computing architecture is greatly desired for handling data-intensive tasks. Human brain can …

Bidirectionally Photoresponsive Optoelectronic Transistors with Dual Photogates for All‐Optical‐Configured Neuromorphic Vision

D Li, H Ren, Y Chen, Y Tang, K Liang… - Advanced Functional …, 2023 - Wiley Online Library
Bio‐inspired neuromorphic vision sensors, integrating optical sensing, and processing
functions have attracted significant attention for developing future low‐power and high …

Recent progress in photonic synapses for neuromorphic systems

J Zhang, S Dai, Y Zhao, J Zhang… - Advanced Intelligent …, 2020 - Wiley Online Library
Implementing synaptic functions with electronic devices is critical to achieve neuromorphic
systems on the hardware platform, as synapses play important roles in brain computing and …