NL2034667A - Computer-implemented method based on fast mask near-field calculation by using cycle-consistent adversarial network - Google Patents

Computer-implemented method based on fast mask near-field calculation by using cycle-consistent adversarial network Download PDF

Info

Publication number
NL2034667A
NL2034667A NL2034667A NL2034667A NL2034667A NL 2034667 A NL2034667 A NL 2034667A NL 2034667 A NL2034667 A NL 2034667A NL 2034667 A NL2034667 A NL 2034667A NL 2034667 A NL2034667 A NL 2034667A
Authority
NL
Netherlands
Prior art keywords
mask
field
cycle
mask near
data
Prior art date
Application number
NL2034667A
Other languages
English (en)
Dutch (nl)
Inventor
Shen Yijiang
Jiao Zhijie
Original Assignee
Univ Guangdong Technology
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Application filed by Univ Guangdong Technology filed Critical Univ Guangdong Technology
Publication of NL2034667A publication Critical patent/NL2034667A/en

Links

Classifications

    • GPHYSICS
    • G03PHOTOGRAPHY; CINEMATOGRAPHY; ANALOGOUS TECHNIQUES USING WAVES OTHER THAN OPTICAL WAVES; ELECTROGRAPHY; HOLOGRAPHY
    • G03FPHOTOMECHANICAL PRODUCTION OF TEXTURED OR PATTERNED SURFACES, e.g. FOR PRINTING, FOR PROCESSING OF SEMICONDUCTOR DEVICES; MATERIALS THEREFOR; ORIGINALS THEREFOR; APPARATUS SPECIALLY ADAPTED THEREFOR
    • G03F7/00Photomechanical, e.g. photolithographic, production of textured or patterned surfaces, e.g. printing surfaces; Materials therefor, e.g. comprising photoresists; Apparatus specially adapted therefor
    • G03F7/70Microphotolithographic exposure; Apparatus therefor
    • G03F7/70483Information management; Active and passive control; Testing; Wafer monitoring, e.g. pattern monitoring
    • G03F7/70491Information management, e.g. software; Active and passive control, e.g. details of controlling exposure processes or exposure tool monitoring processes
    • G03F7/705Modelling or simulating from physical phenomena up to complete wafer processes or whole workflow in wafer productions
    • GPHYSICS
    • G03PHOTOGRAPHY; CINEMATOGRAPHY; ANALOGOUS TECHNIQUES USING WAVES OTHER THAN OPTICAL WAVES; ELECTROGRAPHY; HOLOGRAPHY
    • G03FPHOTOMECHANICAL PRODUCTION OF TEXTURED OR PATTERNED SURFACES, e.g. FOR PRINTING, FOR PROCESSING OF SEMICONDUCTOR DEVICES; MATERIALS THEREFOR; ORIGINALS THEREFOR; APPARATUS SPECIALLY ADAPTED THEREFOR
    • G03F7/00Photomechanical, e.g. photolithographic, production of textured or patterned surfaces, e.g. printing surfaces; Materials therefor, e.g. comprising photoresists; Apparatus specially adapted therefor
    • G03F7/70Microphotolithographic exposure; Apparatus therefor
    • G03F7/70483Information management; Active and passive control; Testing; Wafer monitoring, e.g. pattern monitoring
    • G03F7/70491Information management, e.g. software; Active and passive control, e.g. details of controlling exposure processes or exposure tool monitoring processes
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F17/00Digital computing or data processing equipment or methods, specially adapted for specific functions
    • G06F17/10Complex mathematical operations
    • G06F17/15Correlation function computation including computation of convolution operations
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06NCOMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00Computing arrangements based on biological models
    • G06N3/02Neural networks
    • G06N3/04Architecture, e.g. interconnection topology
    • G06N3/045Combinations of networks
    • G06N3/0455Auto-encoder networks; Encoder-decoder networks
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06NCOMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00Computing arrangements based on biological models
    • G06N3/02Neural networks
    • G06N3/04Architecture, e.g. interconnection topology
    • G06N3/0464Convolutional networks [CNN, ConvNet]
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06NCOMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00Computing arrangements based on biological models
    • G06N3/02Neural networks
    • G06N3/04Architecture, e.g. interconnection topology
    • G06N3/047Probabilistic or stochastic networks
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06NCOMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00Computing arrangements based on biological models
    • G06N3/02Neural networks
    • G06N3/04Architecture, e.g. interconnection topology
    • G06N3/0475Generative networks
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06NCOMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00Computing arrangements based on biological models
    • G06N3/02Neural networks
    • G06N3/08Learning methods
    • G06N3/084Backpropagation, e.g. using gradient descent
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06NCOMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00Computing arrangements based on biological models
    • G06N3/02Neural networks
    • G06N3/08Learning methods
    • G06N3/094Adversarial learning
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06NCOMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00Computing arrangements based on biological models
    • G06N3/02Neural networks
    • G06N3/04Architecture, e.g. interconnection topology
    • G06N3/048Activation functions

Landscapes

  • Engineering & Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • Theoretical Computer Science (AREA)
  • General Physics & Mathematics (AREA)
  • Data Mining & Analysis (AREA)
  • Mathematical Physics (AREA)
  • Computing Systems (AREA)
  • General Engineering & Computer Science (AREA)
  • Software Systems (AREA)
  • Evolutionary Computation (AREA)
  • General Health & Medical Sciences (AREA)
  • Molecular Biology (AREA)
  • Computational Linguistics (AREA)
  • Biophysics (AREA)
  • Biomedical Technology (AREA)
  • Health & Medical Sciences (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Artificial Intelligence (AREA)
  • Mathematical Analysis (AREA)
  • Mathematical Optimization (AREA)
  • Pure & Applied Mathematics (AREA)
  • Computational Mathematics (AREA)
  • Algebra (AREA)
  • Databases & Information Systems (AREA)
  • Probability & Statistics with Applications (AREA)
  • Complex Calculations (AREA)
  • Image Analysis (AREA)
  • Image Processing (AREA)
NL2034667A 2022-05-31 2023-04-24 Computer-implemented method based on fast mask near-field calculation by using cycle-consistent adversarial network NL2034667A (en)

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
CN202210610711.5A CN115047721A (zh) 2022-05-31 2022-05-31 一种使用循环一致对抗网络快速计算掩模近场的方法

Publications (1)

Publication Number Publication Date
NL2034667A true NL2034667A (en) 2023-12-07

Family

ID=83160319

Family Applications (1)

Application Number Title Priority Date Filing Date
NL2034667A NL2034667A (en) 2022-05-31 2023-04-24 Computer-implemented method based on fast mask near-field calculation by using cycle-consistent adversarial network

Country Status (2)

Country Link
CN (1) CN115047721A (zh)
NL (1) NL2034667A (zh)

Family Cites Families (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN111401138B (zh) * 2020-02-24 2023-11-07 上海理工大学 生成对抗神经网络训练过程的对抗优化方法
CN111738908B (zh) * 2020-06-11 2023-04-07 山东大学 结合实例分割和循环生成对抗网络的场景转换方法及系统
CN112309112B (zh) * 2020-09-10 2021-10-29 浙江工业大学 一种基于GraphSAGE-GAN的交通路网数据修复方法
CN113870128A (zh) * 2021-09-08 2021-12-31 武汉大学 一种基于深度卷积对抗式网络的数字壁画图像修复方法

Non-Patent Citations (1)

* Cited by examiner, † Cited by third party
Title
YUAN PENGPENG ET AL: "Rigorous EUV absorber model for the mask modeling with deep learning techniques", JOURNAL OF MICRO/NANOPATTERNING, MATERIALS, AND METROLOGY, vol. 20, no. 4, 3 November 2021 (2021-11-03), pages 041207-1, XP060149681, ISSN: 1932-5150, [retrieved on 20211103], DOI: 10.1117/1.JMM.20.4.041207 *

Also Published As

Publication number Publication date
CN115047721A (zh) 2022-09-13

Similar Documents

Publication Publication Date Title
US11450066B2 (en) 3D reconstruction method based on deep learning
Liu et al. Group fisher pruning for practical network compression
CN111461110B (zh) 一种基于多尺度图像和加权融合损失的小目标检测方法
CN109584337B (zh) 一种基于条件胶囊生成对抗网络的图像生成方法
US20170270408A1 (en) Method and System for Bit-Depth Reduction in Artificial Neural Networks
CN110554580B (zh) 光刻机多参数联合优化方法
CN110426914A (zh) 一种亚分辨率辅助图形的修正方法及电子设备
CN112578644B (zh) 自适应全芯片光源优化方法及系统
US11853660B2 (en) System and method for modeling a semiconductor fabrication process
CN111814626A (zh) 一种基于自注意力机制的动态手势识别方法和系统
CN111860790A (zh) 一种提高深度残差脉冲神经网络精度以优化图像分类的方法及其系统
CN115019510A (zh) 一种基于动态自适应生成对抗网络的交通数据修复方法
CN115981115A (zh) 光学邻近校正方法、装置、计算机设备和存储介质
CN116363423A (zh) 面向小样本学习的知识蒸馏方法、装置及存储介质
CN112485976A (zh) 基于逆向刻蚀模型确定光学临近修正光刻目标图案的方法
CN110244523B (zh) 一体化光刻方法及光刻系统
CN108665060A (zh) 一种用于计算光刻的集成神经网络
Lin et al. Fast mask near-field calculation using fully convolution network
CN114419490A (zh) 一种基于注意力金字塔的sar船只目标检测方法
NL2034667A (en) Computer-implemented method based on fast mask near-field calculation by using cycle-consistent adversarial network
CN116974139A (zh) 一种快速计算光刻掩膜图像的方法、装置及设备
CN116342431A (zh) 一种图像湍流畸变校正方法
CN116434019A (zh) 一种基于特征对齐的图像融合目标检测方法
CN115222829A (zh) 一种基于神经网络模型的掩膜优化方法及装置
CN114898169B (zh) 一种基于深度学习的光刻opc数据库建立方法