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Universal Symmetry Constraint Extraction for Analog and Mixed-Signal Circuits with Graph Neural Networks
Chen, Hao, Zhu, Keren, Liu, Mingjie, Tang, Xiyuan, Sun, Nan, Pan, David Z.
Published in 2021 58th ACM/IEEE Design Automation Conference (DAC) (05.12.2021)
Published in 2021 58th ACM/IEEE Design Automation Conference (DAC) (05.12.2021)
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Conference Proceeding
An efficient method for multi-level approximate logic synthesis under error rate constraint
Yi Wu, Weikang Qian
Published in 2016 53nd ACM/EDAC/IEEE Design Automation Conference (DAC) (05.06.2016)
Published in 2016 53nd ACM/EDAC/IEEE Design Automation Conference (DAC) (05.06.2016)
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Conference Proceeding
Heterogeneous Graph Neural Network-based Imitation Learning for Gate Sizing Acceleration
Zhou, Xinyi, Ye, Junjie, Pui, Chak-Wa, Shao, Kun, Zhang, Guangliang, Wang, Bin, Hao, Jianye, Chen, Guangyong, Heng, Pheng Ann
Published in 2022 IEEE/ACM International Conference On Computer Aided Design (ICCAD) (29.10.2022)
Published in 2022 IEEE/ACM International Conference On Computer Aided Design (ICCAD) (29.10.2022)
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Conference Proceeding
ALMOST: Adversarial Learning to Mitigate Oracle-less ML Attacks via Synthesis Tuning
Chowdhury, Animesh B., Alrahis, Lilas, Collini, Luca, Knechtel, Johann, Karri, Ramesh, Garg, Siddharth, Sinanoglu, Ozgur, Tan, Benjamin
Published in 2023 60th ACM/IEEE Design Automation Conference (DAC) (09.07.2023)
Published in 2023 60th ACM/IEEE Design Automation Conference (DAC) (09.07.2023)
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Conference Proceeding
Batch Sequential Black-box Optimization with Embedding Alignment Cells for Logic Synthesis
Feng, Chang, Lyu, Wenlong, Chen, Zhitang, Ye, Junjie, Yuan, Mingxuan, Hao, Jianye
Published in 2022 IEEE/ACM International Conference On Computer Aided Design (ICCAD) (29.10.2022)
Published in 2022 IEEE/ACM International Conference On Computer Aided Design (ICCAD) (29.10.2022)
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Conference Proceeding
DALS: Delay-driven Approximate Logic Synthesis
Zhou, Zhuangzhuang, Yao, Yue, Huang, Shuyang, Su, Sanbao, Meng, Chang, Qian, Weikang
Published in 2018 IEEE/ACM International Conference on Computer-Aided Design (ICCAD) (01.11.2018)
Published in 2018 IEEE/ACM International Conference on Computer-Aided Design (ICCAD) (01.11.2018)
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Conference Proceeding
Logic Synthesis of Binarized Neural Networks for Efficient Circuit Implementation
Chi, Chia-Chih, Jiang, Jie-Hong R.
Published in 2018 IEEE/ACM International Conference on Computer-Aided Design (ICCAD) (01.11.2018)
Published in 2018 IEEE/ACM International Conference on Computer-Aided Design (ICCAD) (01.11.2018)
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Conference Proceeding
Exact Neural Networks from Inexact Multipliers via Fibonacci Weight Encoding
Simon, William Andrew, Rey, Valerian, Levisse, Alexandre, Ansaloni, Giovanni, Zapater, Marina, Atienza, David
Published in 2021 58th ACM/IEEE Design Automation Conference (DAC) (05.12.2021)
Published in 2021 58th ACM/IEEE Design Automation Conference (DAC) (05.12.2021)
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Conference Proceeding
Canonicalization of Threshold Logic Representation and Its Applications
Lee, Siang-Yun, Lee, Nian-Ze, Jiang, Jie-Hong R.
Published in 2018 IEEE/ACM International Conference on Computer-Aided Design (ICCAD) (01.11.2018)
Published in 2018 IEEE/ACM International Conference on Computer-Aided Design (ICCAD) (01.11.2018)
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Conference Proceeding
Late Breaking Results: Reinforcement Learning for Scalable Logic Optimization with Graph Neural Networks
Timoneda, Xavier, Cavigelli, Lukas
Published in 2021 58th ACM/IEEE Design Automation Conference (DAC) (05.12.2021)
Published in 2021 58th ACM/IEEE Design Automation Conference (DAC) (05.12.2021)
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Conference Proceeding
Disjoint-Support Decomposition and Extraction for Interconnect-Driven Threshold Logic Synthesis
Chen, Hao, Hung, Shao-Chun, Jiang, Jie-Hong R.
Published in Proceedings of the 56th Annual Design Automation Conference 2019 (01.06.2019)
Published in Proceedings of the 56th Annual Design Automation Conference 2019 (01.06.2019)
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Conference Proceeding
Dynamic Minimization of Bi-Kronecker Functional Decision Diagrams
Huang, Xuanxiang, Che, Haipeng, Fang, Liangda, Chen, Qingliang, Guan, Quanlong, Deng, Yuhui, Su, Kaile
Published in Digest of technical papers - IEEE/ACM International Conference on Computer-Aided Design (02.11.2020)
Published in Digest of technical papers - IEEE/ACM International Conference on Computer-Aided Design (02.11.2020)
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Conference Proceeding
Exploring Logic Optimizations with Reinforcement Learning and Graph Convolutional Network
Zhu, Keren, Liu, Mingjie, Chen, Hao, Zhao, Zheng, Pan, David Z.
Published in Proceedings of the 2020 ACM/IEEE Workshop on Machine Learning for CAD (16.11.2020)
Published in Proceedings of the 2020 ACM/IEEE Workshop on Machine Learning for CAD (16.11.2020)
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Conference Proceeding
CircuitSeer: RTL Post-PnR Delay Prediction via Coupling Functional and Structural Representation
Gandham, Sanjay, Walston, Joe, Samanta, Sourav, Yin, Lingxiang, Zheng, Hao, Lin, Mingjie, Diamantidis, Stelios
Published in Digest of technical papers - IEEE/ACM International Conference on Computer-Aided Design (27.10.2024)
Published in Digest of technical papers - IEEE/ACM International Conference on Computer-Aided Design (27.10.2024)
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Conference Proceeding
One-pass Synthesis for Field-coupled Nanocomputing Technologies
Walter, Marcel, Haaswijk, Winston, Wille, Robert, Torres, Frank Sill, Drechsler, Rolf
Published in 2021 26th Asia and South Pacific Design Automation Conference (ASP-DAC) (18.01.2021)
Published in 2021 26th Asia and South Pacific Design Automation Conference (ASP-DAC) (18.01.2021)
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Conference Proceeding
SyFAxO-GeN: Synthesizing FPGA-Based Approximate Operators with Generative Networks
Ranjan, Rohit, Ullah, Salim, Sahoo, Siva Satyendra, Kumar, Akash
Published in 2023 28th Asia and South Pacific Design Automation Conference (ASP-DAC) (16.01.2023)
Published in 2023 28th Asia and South Pacific Design Automation Conference (ASP-DAC) (16.01.2023)
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Conference Proceeding
Size Optimization of MIGs with an Application to QCA and STMG Technologies
Riener, Heinz, Testa, Eleonora, Amaru, Luca, Soeken, Mathias, De Micheli, Giovanni
Published in Proceedings of the 14th IEEE/ACM International Symposium on Nanoscale Architectures (17.07.2018)
Published in Proceedings of the 14th IEEE/ACM International Symposium on Nanoscale Architectures (17.07.2018)
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Conference Proceeding