Towards Large-Language Model Assisted Layout of Silicon Photonic Integrated Circuits

被引：0
|
作者：
Liu, Jason [1 ]
Sharma, Ankita [1 ,2 ]
Doumbia, Cheick [1 ]
Poon, Joyce K. S. [1 ,2 ]
机构：
[1] Univ Toronto, Dept Elect & Comp Engn, 10 Kings Coll Rd, Toronto, ON M5S 3G4, Canada
[2] Max Planck Inst Microstruct Phys, Weinberg 2, D-06120 Halle, Germany
来源：
25TH EUROPEAN CONFERENCE ON INTEGRATED OPTICS, ECIO 2024 | 2024年 / 402卷
关键词：
large language models; silicon photonics; chip design and layout;
D O I：
10.1007/978-3-031-63378-2_72
中图分类号：
TM [电工技术]; TN [电子技术、通信技术];
学科分类号：
0808 ; 0809 ;
摘要：
Recent breakthroughs in artificial intelligence (AI), especially large language models (LLMs) are revolutionizing the automation of complex language-based tasks. Here we report a software tool under development that uses the Llama2-70B language model for automating the layout of silicon photonic devices. Preliminary tests demonstrate the tool's effectiveness in accurately generating code to layout a single device from a natural language prompt.
引用
收藏
页码：441 / 447
页数：7
相关论文
共 50 条
  • [1] Silicon Photonic Integrated Circuits
    Panepucci, Roberto R.
    Finardi, Celio A.
    Zanvettor, Leandro T.
    Spozito, Daniel S.
    Gozzi, Antonio C.
    2013 28TH SYMPOSIUM ON MICROELECTRONICS TECHNOLOGY AND DEVICES (SBMICRO 2013), 2013,
  • [2] Silicon Photonic Integrated Circuits
    Dong, Po
    2016 PROGRESS IN ELECTROMAGNETICS RESEARCH SYMPOSIUM (PIERS), 2016, : 790 - 790
  • [3] Silicon Photonic Integrated Circuits
    Sahni, S.
    Narasimha, A.
    Mekis, A.
    Welch, B.
    Bradbury, C.
    Sohn, C.
    Song, D.
    Martinez, D.
    Foltz, D.
    Guckenberger, D.
    Masini, G.
    Eicher, J.
    Dong, J.
    Schramm, J.
    White, J.
    Redman, J.
    Yokoyama, K.
    Tlalka, M.
    Harrison, M.
    Peterson, M.
    Saberi, M.
    Mack, M.
    Sharp, M.
    De Dobbelaere, P.
    LeBlanc, R.
    Leap, S.
    Abdalla, S.
    Gloeckner, S.
    Hovey, S.
    Jackson, S.
    Yu, S.
    Pinguet, T.
    Xu, W.
    Liang, Y.
    2012 CONFERENCE ON LASERS AND ELECTRO-OPTICS (CLEO), 2012,
  • [4] Programmable Silicon Photonic Integrated Circuits
    Bogaerts, Wim
    Chen, Xiangfeng
    Wang, Mi
    Zand, Iman
    Deng, Hong
    Van Iseghem, Lukas
    Ribeiro, Antonio
    Tormo, Alejandro Diaz
    Khan, Umar
    2020 IEEE PHOTONICS CONFERENCE (IPC), 2020,
  • [5] InP Photonic Integrated Circuits on Silicon
    van der Tol, Jos J. G. M.
    Jiao, Yuqing
    Williams, Kevin A.
    SILICON PHOTONICS, 2018, 99 : 189 - 219
  • [6] Silicon photonic devices and integrated circuits
    Dong, Po
    Chen, Young-Kai
    Duan, Guang-Hua
    Neilson, David T.
    NANOPHOTONICS, 2014, 3 (4-5) : 215 - 228
  • [7] Heterogeneous Silicon Photonic Integrated Circuits
    Komljenovic, Tin
    Davenport, Michael
    Hulme, Jared
    Liu, Alan Y.
    Santis, Christos T.
    Spott, Alexander
    Srinivasan, Sudharsanan
    Stanton, Eric J.
    Zhang, Chong
    Bowers, John E.
    JOURNAL OF LIGHTWAVE TECHNOLOGY, 2016, 34 (01) : 20 - 35
  • [8] Reconfigurable Photonic Integrated Circuits on Silicon
    Dai, Daoxin
    Liu, Dajian
    Wang, Shipeng
    SMART PHOTONIC AND OPTOELECTRONIC INTEGRATED CIRCUITS XX, 2018, 10536
  • [9] Highly Integrated Silicon Photonic Integrated Circuits for Telecommunications
    Doerr, Christopher R.
    2014 CONFERENCE ON LASERS AND ELECTRO-OPTICS (CLEO), 2014,
  • [10] Highly Integrated Silicon Photonic Integrated Circuits for Telecommunications
    Doerr, Christopher R.
    2014 CONFERENCE ON LASERS AND ELECTRO-OPTICS (CLEO), 2014,
12345