Photonics for artificial intelligence and neuromorphic computing

BJ Shastri, AN Tait, T Ferreira de Lima, WHP Pernice… - Nature …, 2021 - nature.com
Research in photonic computing has flourished due to the proliferation of optoelectronic
components on photonic integration platforms. Photonic integrated circuits have enabled …

Prospects and applications of photonic neural networks

C Huang, VJ Sorger, M Miscuglio… - … in Physics: X, 2022 - Taylor & Francis
Neural networks have enabled applications in artificial intelligence through machine
learning, and neuromorphic computing. Software implementations of neural networks on …

General-purpose programmable photonic processor for advanced radiofrequency applications

D Pérez-López, A Gutierrez, D Sánchez… - Nature …, 2024 - nature.com
A general-purpose photonic processor can be built integrating a silicon photonic
programmable core in a technology stack comprising an electronic monitoring and …

A silicon photonic–electronic neural network for fibre nonlinearity compensation

C Huang, S Fujisawa, TF de Lima, AN Tait, EC Blow… - Nature …, 2021 - nature.com
In optical communication systems, fibre nonlinearity is the major obstacle in increasing the
transmission capacity. Typically, digital signal processing techniques and hardware are …

Large-scale neuromorphic optoelectronic computing with a reconfigurable diffractive processing unit

T Zhou, X Lin, J Wu, Y Chen, H **e, Y Li, J Fan, H Wu… - Nature …, 2021 - nature.com
There is an ever-growing demand for artificial intelligence. Optical processors, which
compute with photons instead of electrons, can fundamentally accelerate the development …

Programmable phase-change metasurfaces on waveguides for multimode photonic convolutional neural network

C Wu, H Yu, S Lee, R Peng, I Takeuchi, M Li - Nature communications, 2021 - nature.com
Neuromorphic photonics has recently emerged as a promising hardware accelerator, with
significant potential speed and energy advantages over digital electronics for machine …

6G technologies: Key drivers, core requirements, system architectures, and enabling technologies

B Zong, C Fan, X Wang, X Duan… - IEEE Vehicular …, 2019 - ieeexplore.ieee.org
The key drivers of 6G result not only from the challenges and performance limits that 5G
presents but also from the technology-driven paradigm shift and the continuous evolution of …

Vision, application scenarios, and key technology trends for 6G mobile communications

Z Wang, Y Du, K Wei, K Han, X Xu, G Wei… - Science China …, 2022 - Springer
With the global commercialization of the fifth-generation (5G) network, many countries,
including China, USA, European countries, Japan, and Korea, have started exploring 6G …

Nonlinear optical encoding enabled by recurrent linear scattering

F **a, K Kim, Y Eliezer, SY Han, L Shaughnessy… - Nature …, 2024 - nature.com
Optical information processing and computing can potentially offer enhanced performance,
scalability and energy efficiency. However, achieving nonlinearity—a critical component of …

Photonic multiply-accumulate operations for neural networks

MA Nahmias, TF De Lima, AN Tait… - IEEE Journal of …, 2019 - ieeexplore.ieee.org
It has long been known that photonic communication can alleviate the data movement
bottlenecks that plague conventional microelectronic processors. More recently, there has …