Photonic van der Waals integration from 2D materials to 3D nanomembranes

Y Meng, J Feng, S Han, Z Xu, W Mao, T Zhang… - Nature Reviews …, 2023 - nature.com
The integration of functional nanomaterials and heterostructures with photonic architectures
has laid the foundation for important photonic and optoelectronic applications. The advent of …

Integrated optical memristors

N Youngblood, CA Ríos Ocampo, WHP Pernice… - Nature …, 2023 - nature.com
Memristors in electronics have shown the potential for a range of applications, ranging from
circuit elements to neuromorphic computing. In recent years, the ability to vary the …

[HTML][HTML] Non-volatile electrically programmable integrated photonics with a 5-bit operation

R Chen, Z Fang, C Perez, F Miller, K Kumari… - Nature …, 2023 - nature.com
Scalable programmable photonic integrated circuits (PICs) can potentially transform the
current state of classical and quantum optical information processing. However, traditional …

[HTML][HTML] Ultra-compact nonvolatile phase shifter based on electrically reprogrammable transparent phase change materials

C Ríos, Q Du, Y Zhang, CC Popescu, MY Shalaginov… - PhotoniX, 2022 - Springer
Optical phase shifters constitute the fundamental building blocks that enable programmable
photonic integrated circuits (PICs)—the cornerstone of on-chip classical and quantum …

[HTML][HTML] Electrically programmable phase-change photonic memory for optical neural networks with nanoseconds in situ training capability

M Wei, J Li, Z Chen, B Tang, Z Jia, P Zhang… - Advanced …, 2023 - spiedigitallibrary.org
Optical neural networks (ONNs), enabling low latency and high parallel data processing
without electromagnetic interference, have become a viable player for fast and energy …

[HTML][HTML] High-speed and energy-efficient non-volatile silicon photonic memory based on heterogeneously integrated memresonator

B Tossoun, D Liang, S Cheung, Z Fang… - Nature …, 2024 - nature.com
Recently, interest in programmable photonics integrated circuits has grown as a potential
hardware framework for deep neural networks, quantum computing, and field programmable …

Recent progress in silicon‐based photonic integrated circuits and emerging applications

Z Xiao, W Liu, S Xu, J Zhou, Z Ren… - Advanced Optical …, 2023 - Wiley Online Library
In recent years, with the further ministration of the semiconductor device in integrated
circuits, power consumption and data transmission bandwidth have become insurmountable …

[HTML][HTML] Photonic neural networks and optics-informed deep learning fundamentals

A Tsakyridis, M Moralis-Pegios, G Giamougiannis… - APL Photonics, 2024 - pubs.aip.org
The recent explosive compute growth, mainly fueled by the boost of artificial intelligence (AI)
and deep neural networks (DNNs), is currently instigating the demand for a novel computing …

[HTML][HTML] Non-volatile materials for programmable photonics

Z Fang, R Chen, B Tossoun, S Cheung, D Liang… - APL Materials, 2023 - pubs.aip.org
Programmable photonics play a crucial role in many emerging applications, from optical
accelerators for machine learning to quantum information technologies. Conventionally …

Optical and electrical memories for analog optical computing

SR Kari, CAR Ocampo, L Jiang, J Meng… - IEEE Journal of …, 2023 - ieeexplore.ieee.org
Key to recent successes in the field of artificial intelligence (AI) has been the ability to train a
growing number of parameters which form fixed connectivity matrices between layers of …