In-Memory Computing with Associative Memories: A Cross-Layer Perspective
Hu, Xiaobo Sharon, Niemier, Michael, Kazemi, Arman, Laguna, Ann Franchesca, Ni, Kai, Rajaei, Ramin, Sharifi, Mohammad Mehdi, Yin, Xunzhao
Published in 2021 IEEE International Electron Devices Meeting (IEDM) (11.12.2021)
Published in 2021 IEEE International Electron Devices Meeting (IEDM) (11.12.2021)
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Conference Proceeding
Automated C/C++ Program Repair for High-Level Synthesis via Large Language Models
Xu, Kangwei, Zhang, Grace Li, Yin, Xunzhao, Zhuo, Cheng, Schlichtmann, Ulf, Li, Bing
Year of Publication 04.07.2024
Year of Publication 04.07.2024
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Journal Article
Classification-Based Automatic HDL Code Generation Using LLMs
Sun, Wenhao, Li, Bing, Zhang, Grace Li, Yin, Xunzhao, Zhuo, Cheng, Schlichtmann, Ulf
Year of Publication 04.07.2024
Year of Publication 04.07.2024
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Journal Article
BasisN: Reprogramming-Free RRAM-Based In-Memory-Computing by Basis Combination for Deep Neural Networks
Eldebiky, Amro, Zhang, Grace Li, Yin, Xunzhao, Zhuo, Cheng, Lin, Ing-Chao, Schlichtmann, Ulf, Li, Bing
Year of Publication 04.07.2024
Year of Publication 04.07.2024
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LiveMind: Low-latency Large Language Models with Simultaneous Inference
Chen, Chuangtao, Zhang, Grace Li, Yin, Xunzhao, Zhuo, Cheng, Schlichtmann, Ulf, Li, Bing
Year of Publication 20.06.2024
Year of Publication 20.06.2024
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An Approximating Twiddle Factor Coefficient Based Multiplier for Fixed-Point FFT
Sun, Songyu, Xu, Zhicheng, Chen, Xi, Yin, Xunzhao
Published in 2022 China Semiconductor Technology International Conference (CSTIC) (20.06.2022)
Published in 2022 China Semiconductor Technology International Conference (CSTIC) (20.06.2022)
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Conference Proceeding
ConvFIFO: A Crossbar Memory PIM Architecture for ConvNets Featuring First-In-First-Out Dataflow
Zhao, Liang, Qian, Yu, Meng, Fanzi, Xu, Xiapeng, Yin, Xunzhao, Zhuo, Cheng
Published in 2024 29th Asia and South Pacific Design Automation Conference (ASP-DAC) (22.01.2024)
Published in 2024 29th Asia and South Pacific Design Automation Conference (ASP-DAC) (22.01.2024)
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Conference Proceeding
Reconfigurable Frequency Multipliers Based on Complementary Ferroelectric Transistors
Xu, Haotian, Yang, Jianyi, Zhuo, Cheng, Kämpfe, Thomas, Ni, Kai, Yin, Xunzhao
Year of Publication 28.12.2023
Year of Publication 28.12.2023
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Journal Article
Low Power and Temperature-Resilient Compute-In-Memory Based on Subthreshold-FeFET
Zhou, Yifei, Huang, Xuchu, Yang, Jianyi, Ni, Kai, Amrouch, Hussam, Zhuo, Cheng, Yin, Xunzhao
Year of Publication 28.12.2023
Year of Publication 28.12.2023
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Journal Article
Class-Aware Pruning for Efficient Neural Networks
Jiang, Mengnan, Wang, Jingcun, Eldebiky, Amro, Yin, Xunzhao, Zhuo, Cheng, Lin, Ing-Chao, Zhang, Grace Li
Year of Publication 10.12.2023
Year of Publication 10.12.2023
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Journal Article
OplixNet: Towards Area-Efficient Optical Split-Complex Networks with Real-to-Complex Data Assignment and Knowledge Distillation
Qiu, Ruidi, Eldebiky, Amro, Zhang, Grace Li, Yin, Xunzhao, Zhuo, Cheng, Schlichtmann, Ulf, Li, Bing
Year of Publication 03.12.2023
Year of Publication 03.12.2023
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Journal Article
A Parallel Simulation Framework Incorporating Machine Learning-Based Hotspot Detection for Accelerated Power Grid Analysis
Jiang, Yangfan, Song, Jianfei, Yang, Xiaoyu, Dong, Xiao, Sun, Songyu, Lin, Yibo, Jin, Zhou, Yin, Xunzhao, Zhuo, Cheng
Published in 2024 ACM/IEEE 6th Symposium on Machine Learning for CAD (MLCAD) (09.09.2024)
Published in 2024 ACM/IEEE 6th Symposium on Machine Learning for CAD (MLCAD) (09.09.2024)
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Conference Proceeding
Computational and Storage Efficient Quadratic Neurons for Deep Neural Networks
Chen, Chuangtao, Zhang, Grace Li, Yin, Xunzhao, Zhuo, Cheng, Schlichtmann, Ulf, Li, Bing
Year of Publication 10.06.2023
Year of Publication 10.06.2023
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Journal Article
An Efficient and Flexible learning Framework for Dynamic Power and Thermal Co-Management
Cao, Yuan, Shen, Tianhao, Zhang, Li, Yin, Xunzhao, Zhuo, Cheng
Published in 2020 ACM/IEEE 2nd Workshop on Machine Learning for CAD (MLCAD) (16.11.2020)
Published in 2020 ACM/IEEE 2nd Workshop on Machine Learning for CAD (MLCAD) (16.11.2020)
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Conference Proceeding
Design and Optimization of FeFET Based CiM for Neural Network Acceleration
Zhang, Shuxin, Chen, Jian, Wang, Yumeng, Jia, Zhimin, Zhuo, Cheng, Yin, Xunzhao
Published in 2023 International Symposium of Electronics Design Automation (ISEDA) (08.05.2023)
Published in 2023 International Symposium of Electronics Design Automation (ISEDA) (08.05.2023)
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Conference Proceeding
Nonvolatile and Energy-Efficient FeFET-Based Multiplier for Energy-Harvesting Devices
Li, Mengyuan, Yin, Xunzhao, Hu, Xiaobo Sharon, Zhuo, Cheng
Published in 2020 25th Asia and South Pacific Design Automation Conference (ASP-DAC) (01.01.2020)
Published in 2020 25th Asia and South Pacific Design Automation Conference (ASP-DAC) (01.01.2020)
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Conference Proceeding