Photonic analog signal processing and neuromorphic computing

J Garofolo, B Wu - Chinese Optics Letters, 2024 - opg.optica.org
In this review paper, we discuss the properties and applications of photonic computing and
analog signal processing. Photonic computational circuits have large operation bandwidth …

Integrated photonic neuromorphic computing: opportunities and challenges

N Farmakidis, B Dong, H Bhaskaran - Nature Reviews Electrical …, 2024 - nature.com
Using photons in lieu of electrons to process information has been an exciting technological
prospect for decades. Optical computing is gaining renewed enthusiasm, owing to the …

Nonlinear dynamics in neuromorphic photonic networks: Physical simulation in Verilog-A

H Morison, J Singh, N Al Kayed, A Aadhi… - Physical Review …, 2024 - APS
Advances in silicon photonics technology have enabled the field of neuromorphic photonics,
where analog neuron-like processing elements are implemented in silicon photonics …

Foundry fabricated compact slow-light Mach-Zehnder modulator and photodetector for on-chip analog photonic computing

A Begović, M Zhang, D Yin, N Gangi, J Gu… - Optics …, 2024 - opg.optica.org
This work presents a scaling pathway of on-chip analog photonic computing using foundry-
fabricated silicon electro-optic (EO) slow-light Mach-Zehnder modulators (SL-MZMs) and …

Scalable and Energy-Efficient Photonic Neural Networks Through Convolution Compression

Y Li, B Wang, T Xu, S Liu, Q **ao… - … Conference (ACP) and …, 2024 - ieeexplore.ieee.org
This work experimentally demonstrates a convolution compression method to realize
scalable and energy-efficient photonic neural networks. Our method achieves a 52-fold …

[HTML][HTML] 光学卷积计算的进展与挑战 (特邀)

周浩军, 周海龙, 董建绩 - Acta Optica Sinica, 2024 - opticsjournal.net
摘要卷积计算作为数学运算方法里的一项重要算子, 在信号处理和人工智能领域有着重要的意义
. 卷积神经网络(CNN) 作为深度学**领域最重要的网络之一, 在计算机视觉和自然语言处理等 …