科研速览 · Science Skim继续刷下去 · Keep skimming →
◆ Advanced Science2026-01-28· Materials science

Non‐Volatile Phase Modulation with Ultralow Energy Consumption Enabled by 2D Ferroelectric/TMD Heterostructures

Lalit Singh, Shi Guo, Yuhui Yang, Sholehin Juperi, Rui Yu, Xiangxin Gong, Jeremy Leong, Sung‐Gyu Lee, Qingyun Wu, Lay Kee Ang, Sang Hoon Chae

原始摘要(英文原文)· Original abstract
ABSTRACT Achieving non‐volatile, low‐loss phase modulation with ultra‐low energy consumption remains a challenge in photonic in‐memory computing. Inspired by electrical memory technologies, mechanisms such as ion‐migration, phase change transitions, and ferroelectric polarization have been explored in photonic platforms for memory functions. However, existing materials typically require large device footprints to achieve effective optical index tuning, leading to increased insertion loss and energy consumption. Here, we demonstrate a compact non‐volatile phase modulator by incorporating 2D ferroelectric CuInP 2 S 6 (CIPS) into a WS 2 /CIPS/graphene heterostructure, integrated on a SiN microring resonator. This vertical configuration leverages Cu + ‐induced polarization in CIPS to electrostatically tune the refractive index of WS 2 without introducing additional optical loss or static power consumption. The intralayer Cu + ‐mediated ferroelectric switching (free from domain wall motion) and high dielectric constant enable the device to operate with an ultra‐low switching energy of 2.5 pJ per cycle, a fast write speed of 5 V/µs, and an insertion loss of 0.2 dB. The device further shows stable multi‐level (8‐bit) memory, with projected retention beyond 10 years. We showcase its potential in photonic in‐memory computing by implementing the modulator within an optical neural network, achieving 92% accuracy on the MNIST handwritten digit recognition, establishing new avenues for hardware‐accelerated neural networks.
读原文 · Read the paper ↗

AI 追问PRO

登录后使用 AI 追问

讨论区

登录后参与讨论

相关论文 · Related

Non‐Volatile Phase Modulation with Ultralow Energy Consumption Enabled by 2D Ferroelectric/TMD Heterostructures — 科研速览 Science Skim