Chen Yutai, Chen Huan, Ma Hansi, Zhang Zhaojian, Xie Wanlin, Li Xin, Chen Jian, Yang Junbo
Center of Material Science, College of Sciences, National University of Defense Technology, Changsha 410073, China.
Nanomaterials (Basel). 2022 Sep 30;12(19):3438. doi: 10.3390/nano12193438.
Analog optical computing (AOC) has attracted great attention over the past few years, because of its ultra-high speed (potential for real-time processing), ultra-low power consumption, and parallel processing capabilities. In this article, we design an adder and an ordinary differential equation solver (ODE) on chip by Fourier optics and metasurface techniques. The device uses the 4f system consisting of two metalenses on both sides and one middle metasurface (MMS) as the basic structure. The MMS that performs the computing is the core of the device and can be designed for different applications, i.e., the adder and ODE solver in this article. For the adder, through the comparison of the two input and output signals, the effect of the addition can be clearly displayed. For the ODE solver, as a proof-of-concept demonstration, a representative optical signal is well integrated into the desired output distribution. The simulation result fits well with the theoretical expectation, and the similarity coefficient is 98.28%. This solution has the potential to realize more complex and high-speed artificial intelligence computing. Meanwhile, based on the direct-binary-search (DBS) algorithm, we design a signal generator that can achieve power splitting with the phase difference of π between the two output waveguides. The signal generator with the insertion loss of -1.43 dB has an ultra-compact footprint of 3.6 μm× 3.6 μm. It can generate a kind of input signal for experimental verification to replace the hundreds of micrometers of signal generator composed of a multi-mode interference (MMI) combination used in the verification of this type of device in the past.
在过去几年中,模拟光学计算(AOC)因其超高速(实时处理潜力)、超低功耗和并行处理能力而备受关注。在本文中,我们利用傅里叶光学和超表面技术在芯片上设计了一个加法器和一个常微分方程求解器(ODE)。该器件采用由两侧的两个超透镜和一个中间超表面(MMS)组成的4f系统作为基本结构。执行计算的MMS是该器件的核心,可以针对不同应用进行设计,即本文中的加法器和ODE求解器。对于加法器,通过比较两个输入和输出信号,可以清晰地显示加法的效果。对于ODE求解器,作为概念验证演示,一个代表性的光信号被很好地整合到所需的输出分布中。仿真结果与理论预期吻合良好,相似系数为98.28%。该解决方案有潜力实现更复杂和高速的人工智能计算。同时,基于直接二进制搜索(DBS)算法,我们设计了一种信号发生器,它可以在两个输出波导之间实现相位差为π的功率分配。插入损耗为-1.43 dB的信号发生器具有3.6μm×3.6μm的超紧凑尺寸。它可以生成一种输入信号用于实验验证,以取代过去在这类器件验证中使用的由多模干涉(MMI)组合构成的数百微米的信号发生器。