arXiv:2605.03241physics.opticscs.AI2026-05

用光路实现可重构查表,加速光子计算

OptiLookUp: An Optical ROM-Based Lookup Table Engine for Photonic Accelerators

论文配图:OptiLookUp: An Optical ROM-Based Lookup Table Engine for Photonic Accelerators
图 1 · 摘自论文原文
  • 用微环谐振器阵列直接编码数据映射,读取无动态计算
  • 支持12.5 GHz高速运行,插入损耗低且可扩展
  • 适合用于光子加速器中的非线性激活函数实现

只读存储器(ROM)提供对预定义数据映射的确定性访问。将ROM概念拓展至光域可实现高带宽、低延迟和并行内存访问,但实现紧凑且可重构的光ROM仍面临损耗、波长控制和集成约束等挑战。本文提出一种基于集成微环谐振器(MRRs)的高速可重构光ROM架构。该ROM将预定义的输入输出映射直接编码在光器件的光谱响应中,读取时无需动态计算即可实现确定性查表操作。为提升可扩展性并降低累积插入损耗,架构采用紧凑的分组子阵列,并通过光学解码机制选择性地址。可重构性由基于晶体管的光学选择器实现,可在不进行物理光路重连或干涉结构的情况下激活不同ROM分组。所提光ROM基于GlobalFoundries 45SPCLO硅光平台进行器件级仿真设计与评估。仿真结果表明,在高达12.5 GHz的数据速率下可实现可靠运行,通过集成光电二极管读出获得稳定的光-电流转换特性。该光ROM可用于实现光子加速器架构中的非线性激活函数,包括sigmoid、tanh、ReLU及指数映射。

原文摘要 · Abstract (English)

Read-only memory (ROM) provides deterministic access to predefined data mappings. Extending ROM concepts to the optical domain enables high-bandwidth, low-latency, and parallel memory access, but realizing compact and reconfigurable optical ROM remains challenging due to loss, wavelength control, and integration constraints. This work presents a high-speed, reconfigurable photonic ROM architecture implemented using integrated microring resonators (MRRs). The ROM encodes predefined input-output mappings directly in the spectral response of the photonic devices, enabling deterministic lookup-based operation without dynamic computation during readout. To improve scalability and reduce cumulative insertion loss, the architecture employs compact banked sub-arrays that are selectively addressed through an optical decoding mechanism. Reconfigurability is achieved using transistor-based optical selectors, allowing different ROM banks to be activated without physical light rerouting or interferometric structures. The proposed photonic ROM is designed and evaluated using device-level simulations based on the GlobalFoundries 45SPCLO silicon photonics platform. Simulation results demonstrate reliable operation at data rates up to 12.5 GHz, with stable light-to-current transfer characteristics obtained through integrated photodiode readout. The optical ROM can be used to implement nonlinear activation functions utilised in photonic accelerator architectures, including sigmoid, tanh, ReLU, and exponential mappings.

光子计算查表单元硅光子可重构

Thank you to arXiv for use of its open access interoperability. PaperDance 不是 arXiv 官方产品;中文卡片由大模型生成,请以原文为准。