基于机器学习的纸上数字式微流控生物芯片自动化设计方法

61974084
2019
F0402.集成电路设计
姚海龙
面上项目
教授
北京科技大学
59万元
布线;逻辑综合;机器学习;纸上数字式微流控生物芯片;物理设计
2020-01-01到2023-12-31
  • 中英文摘要
  • 结题摘要
  • 结题报告
  • 项目成果
  • 项目参与人
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序号 标题 类型 作者
1 A Fast Escape Router for Large-Scale Staggered-Pin-Array PCBs 会议论文 Weiqing Ji;Hailong Yao;Xia Yin
2 NeuroEscape: Ordered Escape Routing via Monte-Carlo Tree Search and Neural Network 会议论文 Zhiyang Chen;Tsung-Yi Ho;Ulf Schlichtmann;Datao Chen;Mingyu Liu;Hailong Yao;Xia Yin
3 支持机器学习的硬件描述语言的生成方法及编译工具链 专利 姚海龙;曾军;游惠捷;沈诣博
4 支持机器学习训练的专用后端代码生成方法及装置 专利 姚海龙;曾军;李啸宇;寇明阳
5 Machine Learning Based Acceleration Method for Ordered Escape Routing 会议论文 Zhiyang Chen;Weiqing Ji;Yihao Peng;Datao Chen;Mingyu Liu;Hailong Yao
6 Lookup Table-Based Fast Reliability-Aware Sample Preparation Using Digital Microfluidic Biochips 期刊论文 Lingxuan Shao;Wentai Li;Tsung-Yi Ho;Sudip Roy;Hailong Yao
7 基于监督式对比学习的图像处理方法及装置 专利 姚海龙;张耕纶
8 NeuroSchedule: A Novel Effective GNN-based Scheduling Method for High-level Synthesis 会议论文 Jun Zeng;Mingyang Kou;Hailong Yao;Xu-Cheng Yin;Haili Wang
9 SOAER: Self-Obstacle Avoiding Escape Routing for Paper-Based Digital Microfluidic Biochips 会议论文 Weiqing Ji;Xingcheng Yao;Hailong Yao;Tsung-Yi Ho;Ulf Schlichtmann;Xia Yin
10 Concentration Gradients Enhancement of Christmas-Tree Structure Based on a Look-Up Table 会议论文 Wei Zhang;Yongxiao Zhou;Tsung-Yi Ho;Hailong Yao
11 Splitter-Aware Multiterminal Routing With Length-Matching Constraint for RSFQ Circuits 期刊论文 Mingyang Kou;Pei-Yi Cheng;Jun Zeng;Tsung-Yi Ho;Kazuyoshi Takagi;Hailong Yao
12 一种癌症病理图像自动检测方法及系统 专利 姚海龙;孟昕悦;游惠捷
13 Microfluidic Design for Concentration Gradient Generation Using Artificial Neural Network. 期刊论文 Weiqing Ji;Tsung-Yi Ho;Junchao Wang;Hailong Yao
14 TAEM: Fast Transfer-Aware Effective Loop Mapping for Heterogeneous Resources on CGRA 会议论文 Mingyang Kou;Gu Jiangyuan;Shaojun Wei;Hailong Yao;Shouyi Yin
15 GNN-based Concentration Prediction for Random Microfluidic Mixers 会议论文 Weiqing Ji;Xingzhuo Guo;Shouan Pan;Tsung-Yi Ho;Ulf Schlichtmann;Hailong Yao
16 Accurate Prediction of Design Rule Violations Targeting Different Routers By Transfer Learning 会议论文 Weiqing Ji;Xu Chu;Zhibing Li;Fei Long;Hailong Yao;Xia Yin
17 Learning a Provably Good Wirelength Model for Analytical Placement 会议论文 Zhiyang Chen;Hailong Yao;Xia Yin
18 Contamination-Aware Synthesis for Programmable Microfluidic Devices 期刊论文 Hui-Chieh Yu;Yu-Huei Lin;Zhiyang Chen;Bing Li;Xing Huang;Ulf Schlichtmann;Tsung-Yi Ho;Hailong Yao
19 一种集成电路EDA平台 专利 姚海龙;冀伟清;陶东来
20 GAT-based Concentration Prediction for Random Microfluidic Mixers with Multiple Input Flow Rates 会议论文 Weiqing Ji;Hailong Yao;Tsung-Yi Ho;Ulf Schlichtmann;Xia Yin
21 Transfer Learning-Based Microfluidic Design System for Concentration Generation 会议论文 Weiqing Ji;Tsung-Yi Ho;Hailong Yao
22 基于图神经网络的高层次综合调度方法及装置 专利 姚海龙;曾军;寇明阳
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