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
  • [41] Photonic Integrated Circuits Using Heterogeneous Integration on Silicon
    Komljenovic, Tin
    Huang, Duanni
    Pintus, Paolo
    Tran, Minh A.
    Davenport, Michael L.
    Bowers, John E.
    PROCEEDINGS OF THE IEEE, 2018, 106 (12) : 2246 - 2257
  • [42] Compact Modeling for Silicon Photonic Heterogeneously Integrated Circuits
    Zhang, Zeyu
    Wu, Rui
    Wang, Yuyang
    Zhang, Chong
    Stanton, Eric J.
    Schow, Clint L.
    Cheng, Kwang-Ting
    Bowers, John E.
    JOURNAL OF LIGHTWAVE TECHNOLOGY, 2017, 35 (14) : 2973 - 2980
  • [43] Silicon-oxynitride (SiON) for photonic integrated circuits
    Salemink, HWM
    Horst, F
    Germann, R
    Offrein, BJ
    Bona, GL
    MULTICOMPONENT OXIDE FILMS FOR ELECTRONICS, 1999, 574 : 255 - 260
  • [44] Edge Couplers in Silicon Photonic Integrated Circuits: A Review
    Mu, Xin
    Wu, Sailong
    Cheng, Lirong
    Fu, H. Y.
    APPLIED SCIENCES-BASEL, 2020, 10 (04):
  • [45] Silicon photonic integrated circuits for telecom and datacom applications
    Dong, Po
    Melikyan, Argishti
    Kim, Kwangwoong
    23RD OPTO-ELECTRONICS AND COMMUNICATIONS CONFERENCE (OECC2018), 2018,
  • [46] Analysis of large-language model versus human performance for genetics questions
    Dat Duong
    Benjamin D. Solomon
    European Journal of Human Genetics, 2024, 32 : 466 - 468
  • [47] Hybrid material integration in silicon photonic integrated circuits
    Chakravarty, Swapnajit
    Teng, Min
    Safian, Reza
    Zhuang, Leimeng
    JOURNAL OF SEMICONDUCTORS, 2021, 42 (04)
  • [48] Spectroscopic sensing with silicon nitride photonic integrated circuits
    Clemmen, S.
    Raza, A.
    Dhakal, A.
    Peyskens, F.
    Subramanian, A.
    Van Dorpe, P.
    Wuytens, P.
    Zhao, H.
    Ryckeboer, E.
    Severi, S.
    Le Thomas, N.
    Baets, R.
    INTEGRATED OPTICS: DEVICES, MATERIALS, AND TECHNOLOGIES XXI, 2017, 10106
  • [49] Silicon Photonic Integrated Circuits for Optical Coherence Tomography
    Freude, W.
    Schneider, S.
    Lauermann, M.
    Dietrich, P. -I.
    Weimann, C.
    Koos, C.
    2016 18TH INTERNATIONAL CONFERENCE ON TRANSPARENT OPTICAL NETWORKS (ICTON), 2016,
  • [50] Graphene-silicon hybrid photonic integrated circuits
    Xiao Ting-Hui
    Yu Yang
    Li Zhi-Yuan
    ACTA PHYSICA SINICA, 2017, 66 (21)
12345