Integrated neuromorphic photonics: synapses, neurons, and neural networks
Ever‐growing demands of bandwidth, computing speed, and power consumption are now
accelerating the transformation of computing research, as work‐at‐home becomes a new …
accelerating the transformation of computing research, as work‐at‐home becomes a new …
A review: Photonics devices, architectures, and algorithms for optical neural computing
S Xiang, Y Han, Z Song, X Guo, Y Zhang… - Journal of …, 2021 - iopscience.iop.org
The explosive growth of data and information has motivated various emerging non-von
Neumann computational approaches in the More-than-Moore era. Photonics neuromorphic …
Neumann computational approaches in the More-than-Moore era. Photonics neuromorphic …
A non-volatile quasi-continuous all-optical fiber programmable platform based on GST-coated microspheres
It is recognized to be challenging to develop a continuous programmable platform for all-
optical modulation characterized by macro-scale, long-distance transmission, and effective …
optical modulation characterized by macro-scale, long-distance transmission, and effective …
Spiking information processing in a single photonic spiking neuron chip with double integrated electronic dendrites
Dendrites, branches of neurons that transmit signals between synapses and soma, play a
vital role in spiking information processing, such as nonlinear integration of excitatory and …
vital role in spiking information processing, such as nonlinear integration of excitatory and …
Strategies for training optical neural networks
Q Yang, B Bai, W Hu, X Wang - National Science Open, 2022 - nso-journal.org
Deep learning has flourished in different areas in recent years, such as computer vision and
natural language processing. However, with the end of Moore's law, these applications that …
natural language processing. However, with the end of Moore's law, these applications that …
Comb-based photonic neural population for parallel and nonlinear processing
It is believed that neural information representation and processing relies on the neural
population instead of a single neuron. In neuromorphic photonics, photonic neurons in the …
population instead of a single neuron. In neuromorphic photonics, photonic neurons in the …
[HTML][HTML] 插损鲁棒性的全复值光学神经网络
陈慧彬， 汤凯飞， 游振宇 - Chinese Optics, 2024 - opticsjournal.net
摘要基于马赫-曾德尔干涉仪(Mach-Zehnder Interferometer, MZI) 级联拓扑结构的线性光学处理
器被证明是实现光学神经网络(Optical Neural Network, ONN) 的重要途径, 但还有不少实际问题 …
器被证明是实现光学神经网络(Optical Neural Network, ONN) 的重要途径, 但还有不少实际问题 …
Neuromorphic photonics: development of the field
The computing research is undergoing a revolutionary transformation echoing the ever-
growing demands of bandwidth, computing speed, and power consumption. Brain-inspired …
growing demands of bandwidth, computing speed, and power consumption. Brain-inspired …