Xunzhao Yin

155 papers A* 15A 35B 1C 2Misc 1Journal 78Unranked 22
YearRankTypeTitle / Venue / Authors
2026 — conf
CDACiM: A Charge-Domain Compute-in-Memory Macro for FP/INT MAC Operations with Reconfigurable Capacitor Digital-Analog-Converter.
ASP-DAC
Jinting Yao, Zeyu Yang, Yuxiao Jiang, Yuxiao Yang, Zheyu Yan, Cheng Zhuo, Xunzhao Yin
2026 J jnl
EvaCAM: A Circuit-Level Evaluation Tool for General Content Addressable Memories.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Liu Liu, Mohammad Mehdi Sharifi, Kunshi Wang, Ruibin Mao, Kai Ni, Can Li, Xunzhao Yin, Michael T. Niemier, Xiaobo Sharon Hu
2026 J jnl
FeFET-Based Analog In-Memory Computing With Inherent Shift-and-Add Capability.
IEEE Trans. Computers
Zeyu Yang, Qingrong Huang, Yu Qian, Jiahao Cai, Min Zhou, Kai Ni, Thomas Kämpfe, Zheyu Yan, Xunzhao Yin, Cheng Zhuo
2026 J jnl
HLSRewriter: Efficient Refactoring and Optimization of C/C++ Code with LLMs for High-Level Synthesis.
ACM Trans. Design Autom. Electr. Syst.
Kangwei Xu, Grace Li Zhang, Xunzhao Yin, Cheng Zhuo, Ulf Schlichtmann, Bing Li
2026 J jnl
Machine Learning-Assisted VCD Processing for Accelerated Dynamic Voltage Drop Analysis.
ACM Trans. Design Autom. Electr. Syst.
Jingchao Hu, Yufei Chen, Songyu Sun, Jianfei Song, Li Zhang, Xunzhao Yin, Zhou Jin, Cheng Zhuo
2026 J jnl
ZlibBoost: An Efficient and Flexible Open-Source Framework for Standard Cell Characterization.
ACM Trans. Design Autom. Electr. Syst.
Zhengrui Chen, Chengjun Guo, Shizhang Wang, GuoZhu Feng, Zixuan Song, Zhenhua Wu, Xunzhao Yin, Weiquan Song, Li Zhang, Zheyu Yan, Cheng Zhuo
2025 J jnl
A Homogeneous FeFET-Based Time-Domain Compute-in-Memory Fabric for Matrix-Vector Multiplication and Associative Search.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Xunzhao Yin, Qingrong Huang, Hamza Errahmouni Barkam, Franz Müller, Shan Deng, Alptekin Vardar, Sourav De, Zhouhang Jiang, Mohsen Imani, Ulf Schlichtmann, Xiaobo Sharon Hu, Cheng Zhuo, Thomas Kämpfe, Kai Ni
2025 J jnl
A Scalable 2T-1FeFET-Based Content Addressable Memory Design for Energy Efficient Data Search.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Jiahao Cai, Hamza Errahmouni Barkam, Mohsen Imani, Kai Ni, Grace Li Zhang, Bing Li, Ulf Schlichtmann, Cheng Zhuo, Xunzhao Yin
2025 J jnl
ANAS: Software-hardware co-design of approximate neural network accelerators via neural architecture search.
Integr.
Ying Wu, Zheyu Yan, Xunzhao Yin, Lenian He, Cheng Zhuo
2025 A conf
Accelerating Electro-Thermal Co-Analysis via Coarse-to-Fine Physics-Informed Neural Networks.
ICCAD
Xiao Dong, Songyu Sun, Xunzhao Yin, Zhou Jin, Zhiguo Shi, Cheng Zhuo
2025 J jnl
BEOL Ferroelectric Compute-in-Memory Ising Machine for Simulated Bifurcation.
CoRR
Yu Qian, Alptekin Vardar, Konrad Seidel, David Lehninger, Maximilian Lederer, Zhiguo Shi, Cheng Zhuo, Kai Ni, Thomas Kämpfe, Xunzhao Yin
2025 J jnl
CSA-CiM: Enhancing Multifunctional Computing-in-Memory With Configurable Sense Amplifiers.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Yuxiao Jiang, Kai Ni, Thomas Kämpfe, Cheng Zhuo, Zheyu Yan, Xunzhao Yin
2025 A* conf
Device-Algorithm Co-Design of Ferroelectric Compute-in-Memory In-Situ Annealer for Combinatorial Optimization Problems.
DAC
Yu Qian, Xianmin Huang, Ranran Wang, Zeyu Yang, Min Zhou, Thomas Kämpfe, Cheng Zhuo, Xunzhao Yin
2025 J jnl
Device-Algorithm Co-Design of Ferroelectric Compute-in-Memory In-Situ Annealer for Combinatorial Optimization Problems.
CoRR
Yu Qian, Xianmin Huang, Ranran Wang, Zeyu Yang, Min Zhou, Thomas Kämpfe, Cheng Zhuo, Xunzhao Yin
2025 A conf
FACAM: Design and Optimization of A Compact Energy Efficient FeFET-Based Analog Content Addressable Memory.
ICCAD
Jiahao Cai, Ann Franchesca Laguna, Zeyu Yang, Yuxiao Yang, Thomas Kämpfe, Zheyu Yan, Cheng Zhuo, Xunzhao Yin
2025 A* conf
FactorHD: A Hyperdimensional Computing Model for Multi-Object Multi-Class Representation and Factorization.
DAC
Yifei Zhou, Xuchu Huang, Chenyu Ni, Min Zhou, Zheyu Yan, Xunzhao Yin, Cheng Zhuo
2025 J jnl
FactorHD: A Hyperdimensional Computing Model for Multi-Object Multi-Class Representation and Factorization.
CoRR
Yifei Zhou, Xuchu Huang, Chenyu Ni, Min Zhou, Zheyu Yan, Xunzhao Yin, Cheng Zhuo
2025 J jnl
Fast Machine-Learning-Driven Supply Noise-Aware Macromodeling for High-Speed Nonlinear Drivers.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Songyu Sun, Xiao Dong, Qi Sun, Xunzhao Yin, Quan Chen, Cheng Zhuo
2025 A* conf
FeKAN: Efficient Kolmogorov-Arnold Networks Accelerator Using FeFET-based CAM and LUT.
DAC
Xuliang Yu, Yu Qian, Xunzhao Yin, Cheng Zhuo, Liang Zhao
2025 J jnl
Ferroelectric Compute-in-Memory Framework for Solving Pure and Mixed Strategy Nash Equilibrium.
IEEE Trans. Circuits Syst. I Regul. Pap.
Yu Qian, Ding Huang, Alptekin Vardar, Nellie Laleni, Min Zhou, Kai Ni, Thomas Kämpfe, Cheng Zhuo, Xunzhao Yin
2025 J jnl
High-Performance In-Memory Bayesian Inference With Multi-Bit Ferroelectric FET.
IEEE Trans. Computers
Chao Li, Xuchu Huang, Zhicheng Xu, Bo Wen, Ruibin Mao, Min Zhou, Thomas Kämpfe, Kai Ni, Can Li, Xunzhao Yin, Cheng Zhuo
2025 — conf
Invited Paper: Boosting Standard Cell Library Characterization with Machine Learning.
ASP-DAC
Zhengrui Chen, Chengjun Guo, Zixuan Song, GuoZhu Feng, Shizhang Wang, Li Zhang, Xunzhao Yin, Zhenhua Wu, Zheyu Yan, Cheng Zhuo
2025 A conf
Invited Paper: Circuit and Architecture Design with Emerging Computing Paradigms.
ICCAD
Salim Ullah, Siva Satyendra Sahoo, Can Li, Chao Li, Liu Liu, Tomas Sousa Pereira, Bo Wen, Xunzhao Yin, Armin Darjani, Nima Kavand, Chakravarthy Bodla, Rupa Yashaswi Panduga, Aniruddh Holemadlu, Johannes Maly, Jonathan Förste, Samarth Vadia, Xiaobo Sharon Hu, Akash Kumar
2025 — conf
Paradigm-Based Automatic HDL Code Generation Using LLMs.
ISQED
Wenhao Sun, Bing Li, Grace Li Zhang, Xunzhao Yin, Cheng Zhuo, Ulf Schlichtmann
2025 J jnl
Paradigm-Based Automatic HDL Code Generation Using LLMs.
CoRR
Wenhao Sun, Bing Li, Grace Li Zhang, Xunzhao Yin, Cheng Zhuo, Ulf Schlichtmann
2025 J jnl
SenHDC: A 3-D NAND Flash-Based Processing-in-Sensor Hyperdimensional Computing Architecture.
IEEE Trans. Very Large Scale Integr. Syst.
Xuchu Huang, Qingrong Huang, Zeyu Yang, Min Zhou, Zheyu Yan, Cheng Zhuo, Xunzhao Yin
2025 J jnl
TAP-CAM: A Tunable Approximate Matching Engine based on Ferroelectric Content Addressable Memory.
CoRR
Chenyu Ni, Sijie Chen, Che-Kai Liu, Liu Liu, Mohsen Imani, Thomas Kämpfe, Kai Ni, Michael T. Niemier, Xiaobo Sharon Hu, Cheng Zhuo, Xunzhao Yin
2025 J jnl
TReCiM: Lower Power and Temperature-Resilient Multibit 2FeFET-1T Compute-in-Memory Design.
CoRR
Yifei Zhou, Thomas Kämpfe, Kai Ni, Hussam Amrouch, Cheng Zhuo, Xunzhao Yin
2025 J jnl
Trustworthy Tree-based Machine Learning by MoS
CoRR
Bo Wen, Guoyun Gao, Zhicheng Xu, Ruibin Mao, Xiaojuan Qi, X. Sharon Hu, Xunzhao Yin, Can Li
2025 A* conf
VQT-CiM: Accelerating Vector Quantization Enhanced Transformer with Ferroelectric Compute-in-Memory.
DAC
Xuchu Huang, Haonan Du, Min Zhou, Zheyu Yan, Cheng Zhuo, Xunzhao Yin
2024 A conf
A FeFET-based Time-Domain Associative Memory for Multi-bit Similarity Computation.
DATE
Qingrong Huang, Hamza Errahmouni Barkam, Zeyu Yang, Jianyi Yang, Thomas Kämpfe, Kai Ni, Grace Li Zhang, Bing Li, Ulf Schlichtmann, Mohsen Imani, Cheng Zhuo, Xunzhao Yin
2024 — conf
A Parallel Simulation Framework Incorporating Machine Learning-Based Hotspot Detection for Accelerated Power Grid Analysis.
MLCAD
Yangfan Jiang, Jianfei Song, Xunzhao Yin, Xiao Dong, Songyu Sun, Yibo Lin, Zhou Jin, Xiaoyu Yang, Cheng Zhuo
2024 J jnl
A Remedy to Compute-in-Memory with Dynamic Random Access Memory: 1FeFET-1C Technology for Neuro-Symbolic AI.
CoRR
Xunzhao Yin, Hamza Errahmouni Barkam, Franz Müller, Yu Jiang, Mohsen Imani, Sukhrob Abdulazhanov, Alptekin Vardar, Nellie Laleni, Zijian Zhao, Jiahui Duan, Zhiguo Shi, Siddharth Joshi, Michael T. Niemier, Xiaobo Sharon Hu, Cheng Zhuo, Thomas Kämpfe, Kai Ni
2024 J jnl
A Survey on Approximate Multiplier Designs for Energy Efficiency: From Algorithms to Circuits.
ACM Trans. Design Autom. Electr. Syst.
Ying Wu, Chuangtao Chen, Weihua Xiao, Xuan Wang, Chenyi Wen, Jie Han, Xunzhao Yin, Weikang Qian, Cheng Zhuo
2024 — conf
Automated C/C++ Program Repair for High-Level Synthesis via Large Language Models.
MLCAD
Kangwei Xu, Grace Li Zhang, Xunzhao Yin, Cheng Zhuo, Ulf Schlichtmann, Bing Li
2024 J jnl
Automated C/C++ Program Repair for High-Level Synthesis via Large Language Models.
CoRR
Kangwei Xu, Grace Li Zhang, Xunzhao Yin, Cheng Zhuo, Ulf Schlichtmann, Bing Li
2024 A conf
BasisN: Reprogramming-Free RRAM-Based In-Memory-Computing by Basis Combination for Deep Neural Networks.
ICCAD
Amro Eldebiky, Grace Li Zhang, Xunzhao Yin, Cheng Zhuo, Ing-Chao Lin, Ulf Schlichtmann, Bing Li
2024 J jnl
BasisN: Reprogramming-Free RRAM-Based In-Memory-Computing by Basis Combination for Deep Neural Networks.
CoRR
Amro Eldebiky, Grace Li Zhang, Xunzhao Yin, Cheng Zhuo, Ing-Chao Lin, Ulf Schlichtmann, Bing Li
2024 A* conf
C-Nash: A Novel Ferroelectric Computing-in-Memory Architecture for Solving Mixed Strategy Nash Equilibrium.
DAC
Yu Qian, Kai Ni, Thomas Kämpfe, Cheng Zhuo, Xunzhao Yin
2024 J jnl
C-Nash: A Novel Ferroelectric Computing-in-Memory Architecture for Solving Mixed Strategy Nash Equilibrium.
CoRR
Yu Qian, Kai Ni, Thomas Kämpfe, Cheng Zhuo, Xunzhao Yin
2024 A conf
Class-Aware Pruning for Efficient Neural Networks.
DATE
Mengnan Jiang, Jingcun Wang, Amro Eldebiky, Xunzhao Yin, Cheng Zhuo, Ing-Chao Lin, Grace Li Zhang
2024 J jnl
Classification-Based Automatic HDL Code Generation Using LLMs.
CoRR
Wenhao Sun, Bing Li, Grace Li Zhang, Xunzhao Yin, Cheng Zhuo, Ulf Schlichtmann
2024 A conf
Computational and Storage Efficient Quadratic Neurons for Deep Neural Networks.
DATE
Chuangtao Chen, Grace Li Zhang, Xunzhao Yin, Cheng Zhuo, Ulf Schlichtmann, Bing Li
2024 B conf
ConvFIFO: A Crossbar Memory PIM Architecture for ConvNets Featuring First-In-First-Out Dataflow.
ASPDAC
Liang Zhao, Yu Qian, Fanzi Meng, Xiapeng Xu, Xunzhao Yin, Cheng Zhuo
2024 J jnl
EncodingNet: A Novel Encoding-Based MAC Design for Efficient Neural Network Acceleration.
IEEE Trans. Circuits Syst. Artif. Intell.
Bo Liu, Bing Li, Grace Li Zhang, Xunzhao Yin, Cheng Zhuo, Ulf Schlichtmann
2024 J jnl
EncodingNet: A Novel Encoding-based MAC Design for Efficient Neural Network Acceleration.
CoRR
Bo Liu, Grace Li Zhang, Xunzhao Yin, Ulf Schlichtmann, Bing Li
2024 A* conf
Energy Efficient Dual Designs of FeFET-Based Analog In-Memory Computing with Inherent Shift-Add Capability.
DAC
Zeyu Yang, Qingrong Huang, Yu Qian, Kai Ni, Thomas Kämpfe, Xunzhao Yin
2024 J jnl
Energy Efficient Dual Designs of FeFET-Based Analog In-Memory Computing with Inherent Shift-Add Capability.
CoRR
Zeyu Yang, Qingrong Huang, Yu Qian, Kai Ni, Thomas Kämpfe, Xunzhao Yin
2024 J jnl
Enhancing ConvNets With ConvFIFO: A Crossbar PIM Architecture Based on Kernel-Stationary First-In-First-Out Dataflow.
IEEE Trans. Very Large Scale Integr. Syst.
Yu Qian, Liang Zhao, Fanzi Meng, Xiapeng Xu, Cheng Zhuo, Xunzhao Yin
2024 A* conf
FeBiM: Efficient and Compact Bayesian Inference Engine Empowered with Ferroelectric In-Memory Computing.
DAC
Chao Li, Zhicheng Xu, Bo Wen, Ruibin Mao, Can Li, Thomas Kämpfe, Kai Ni, Xunzhao Yin
2024 J jnl
FeBiM: Efficient and Compact Bayesian Inference Engine Empowered with Ferroelectric In-Memory Computing.
CoRR
Chao Li, Zhicheng Xu, Bo Wen, Ruibin Mao, Chien-Mo James Li, Thomas Kämpfe, Kai Ni, Xunzhao Yin
2024 A conf
FeReX: A Reconfigurable Design of Multi-Bit Ferroelectric Compute-in-Memory for Nearest Neighbor Search.
DATE
Zhicheng Xu, Che-Kai Liu, Chao Li, Ruibin Mao, Jianyi Yang, Thomas Kämpfe, Mohsen Imani, Can Li, Cheng Zhuo, Xunzhao Yin
2024 J jnl
FeReX: A Reconfigurable Design of Multi-bit Ferroelectric Compute-in-Memory for Nearest Neighbor Search.
CoRR
Zhicheng Xu, Che-Kai Liu, Chao Li, Ruibin Mao, Jianyi Yang, Thomas Kämpfe, Mohsen Imani, Can Li, Cheng Zhuo, Xunzhao Yin
2024 A* conf
HyCiM: A Hybrid Computing-in-Memory QUBO Solver for General Combinatorial Optimization Problems with Inequality Constraints.
DAC
Yu Qian, Zeyu Yang, Kai Ni, Alptekin Vardar, Thomas Kämpfe, Xunzhao Yin
2024 J jnl
HyCiM: A Hybrid Computing-in-Memory QUBO Solver for General Combinatorial Optimization Problems with Inequality Constraints.
CoRR
Yu Qian, Zeyu Yang, Kai Ni, Alptekin Vardar, Thomas Kämpfe, Xunzhao Yin
2024 J jnl
LiveMind: Low-latency Large Language Models with Simultaneous Inference.
CoRR
Chuangtao Chen, Grace Li Zhang, Xunzhao Yin, Cheng Zhuo, Ulf Schlichtmann, Bing Li
2024 A conf
Low Power and Temperature- Resilient Compute-In-Memory Based on Subthreshold-FeFET.
DATE
Yifei Zhou, Xuchu Huang, Jianyi Yang, Kai Ni, Hussam Amrouch, Cheng Zhuo, Xunzhao Yin
2024 J jnl
Multibit Content Addressable Memory Design and Optimization Based on 3-D nand-Compatible IGZO Flash.
IEEE Trans. Very Large Scale Integr. Syst.
Chao Li, Chen Sun, Jianyi Yang, Kai Ni, Xiao Gong, Cheng Zhuo, Xunzhao Yin
2024 A conf
OplixNet: Towards Area-Efficient Optical Split-Complex Networks with Real-to-Complex Data Assignment and Knowledge Distillation.
DATE
Ruidi Qiu, Amro Eldebiky, Grace Li Zhang, Xunzhao Yin, Cheng Zhuo, Ulf Schlichtmann, Bing Li
2024 A conf
Reconfigurable Frequency Multipliers Based on Complementary Ferroelectric Transistors.
DATE
Haotian Xu, Jianyi Yang, Cheng Zhuo, Thomas Kämpfe, Kai Ni, Xunzhao Yin
2024 — conf
Single-Ferroelectric FET based Associative Memory for Data-Intensive Pattern Matching.
ISQED
Jiayi Wang, Songyu Sun, Xunzhao Yin
2024 A conf
TAP-CAM: A Tunable Approximate Matching Engine based on Ferroelectric Content Addressable Memory.
ICCAD
Chenyu Ni, Sijie Chen, Che-Kai Liu, Liu Liu, Mohsen Imani, Thomas Kämpfe, Kai Ni, Michael T. Niemier, Xiaobo Sharon Hu, Cheng Zhuo, Xunzhao Yin
2024 A conf
TReCiM: Lower Power and Temperature-Resilient Multibit 2FeFET-1T Compute-in-Memory Design.
ICCAD
Yifei Zhou, Thomas Kämpfe, Kai Ni, Hussam Amrouch, Cheng Zhuo, Xunzhao Yin
2023 J jnl
A DVFS Design and Simulation Framework Using Machine Learning Models.
IEEE Des. Test
Cheng Zhuo, Di Gao, Yuan Cao, Tianhao Shen, Li Zhang, Jinfang Zhou, Xunzhao Yin
2023 J jnl
A Ferroelectric Compute-in-Memory Annealer for Combinatorial Optimization Problems.
CoRR
Xunzhao Yin, Yu Qian, Alptekin Vardar, Marcel Gunther, Franz Müller, Nellie Laleni, Zijian Zhao, Zhouhang Jiang, Zhiguo Shi, Yiyu Shi, Xiao Gong, Cheng Zhuo, Thomas Kämpfe, Kai Ni
2023 J jnl
A Reconfigurable FeFET Content Addressable Memory for Multi-State Hamming Distance.
IEEE Trans. Circuits Syst. I Regul. Pap.
Liu Liu, Ann Franchesca Laguna, Ramin Rajaei, Mohammad Mehdi Sharifi, Arman Kazemi, Xunzhao Yin, Michael T. Niemier, Xiaobo Sharon Hu
2023 J jnl
A Survey on Approximate Multiplier Designs for Energy Efficiency: From Algorithms to Circuits.
CoRR
Ying Wu, Chuangtao Chen, Weihua Xiao, Xuan Wang, Chenyi Wen, Jie Han, Xunzhao Yin, Weikang Qian, Cheng Zhuo
2023 J jnl
An Ultracompact Single-Ferroelectric Field-Effect Transistor Binary and Multibit Associative Search Engine.
Adv. Intell. Syst.
Xunzhao Yin, Franz Müller, Qingrong Huang, Chao Li, Mohsen Imani, Zeyu Yang, Jiahao Cai, Maximilian Lederer, Ricardo Olivo, Nellie Laleni, Shan Deng, Zijian Zhao, Zhiguo Shi, Yiyu Shi, Cheng Zhuo, Thomas Kämpfe, Kai Ni
2023 — conf
Approximate Floating-Point FFT Design with Wide Precision-Range and High Energy Efficiency.
ASP-DAC
Chenyi Wen, Ying Wu, Xunzhao Yin, Cheng Zhuo
2023 J jnl
BRoCoM: A Bayesian Framework for Robust Computing on Memristor Crossbar.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Di Gao, Zeyu Yang, Qingrong Huang, Grace Li Zhang, Xunzhao Yin, Bing Li, Ulf Schlichtmann, Cheng Zhuo
2023 J jnl
Breaking the energy-efficiency barriers for smart sensing applications with "Sensing with Computing" architectures.
Sci. China Inf. Sci.
Xinghua Yang, Zheyu Liu, Kechao Tang, Xunzhao Yin, Cheng Zhuo, Qi Wei, Fei Qiao
2023 J jnl
Class-Aware Pruning for Efficient Neural Networks.
CoRR
Mengnan Jiang, Jingcun Wang, Amro Eldebiky, Xunzhao Yin, Cheng Zhuo, Ing-Chao Lin, Grace Li Zhang
2023 J jnl
Design of Ultracompact Content Addressable Memory Exploiting 1T-1MTJ Cell.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Cheng Zhuo, Zeyu Yang, Kai Ni, Mohsen Imani, Yuxuan Luo, Shaodi Wang, Deming Zhang, Xunzhao Yin
2023 J jnl
Expressivity Enhancement with Efficient Quadratic Neurons for Convolutional Neural Networks.
CoRR
Chuangtao Chen, Grace Li Zhang, Xunzhao Yin, Cheng Zhuo, Ulf Schlichtmann, Bing Li
2023 J jnl
FeFET-Based In-Memory Hyperdimensional Encoding Design.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Qingrong Huang, Zeyu Yang, Kai Ni, Mohsen Imani, Cheng Zhuo, Xunzhao Yin
2023 J jnl
Ferroelectric Ternary Content Addressable Memories for Energy-Efficient Associative Search.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Xunzhao Yin, Yu Qian, Mohsen Imani, Kai Ni, Chao Li, Grace Li Zhang, Bing Li, Ulf Schlichtmann, Cheng Zhuo
2023 J jnl
LMM: A Fixed-Point Linear Mapping Based Approximate Multiplier for IoT.
J. Comput. Sci. Technol.
Ying Wu, Chenyi Wen, Xunzhao Yin, Cheng Zhuo
2023 J jnl
Low Power and Temperature-Resilient Compute-In-Memory Based on Subthreshold-FeFET.
CoRR
Yifei Zhou, Xuchu Huang, Jianyi Yang, Kai Ni, Hussam Amrouch, Cheng Zhuo, Xunzhao Yin
2023 J jnl
OplixNet: Towards Area-Efficient Optical Split-Complex Networks with Real-to-Complex Data Assignment and Knowledge Distillation.
CoRR
Ruidi Qiu, Amro Eldebiky, Grace Li Zhang, Xunzhao Yin, Cheng Zhuo, Ulf Schlichtmann, Bing Li
2023 J jnl
Reconfigurable Frequency Multipliers Based on Complementary Ferroelectric Transistors.
CoRR
Haotian Xu, Jianyi Yang, Cheng Zhuo, Thomas Kämpfe, Kai Ni, Xunzhao Yin
2023 — conf
Reconfigurable ferroelectric hafnium oxide FeFET fabricated in 28 nm CMOS technology for mmWave applications.
ESSDERC
Sukhrob Abdulazhanov, Quang Huy Le, Dang Khoa Huynh, Maximilian Lederer, Yannick Raffel, Kai Ni, Xunzhao Yin, Thomas Kämpfe, Gerald Gerlach
2023 A conf
SEE-MCAM: Scalable Multi-Bit FeFET Content Addressable Memories for Energy Efficient Associative Search.
ICCAD
Shengxi Shou, Che-Kai Liu, Sanggeon Yun, Zishen Wan, Kai Ni, Mohsen Imani, X. Sharon Hu, Jianyi Yang, Cheng Zhuo, Xunzhao Yin
2023 J jnl
SEE-MCAM: Scalable Multi-bit FeFET Content Addressable Memories for Energy Efficient Associative Search.
CoRR
Shengxi Shou, Che-Kai Liu, Sanggeon Yun, Zishen Wan, Kai Ni, Mohsen Imani, X. Sharon Hu, Jianyi Yang, Cheng Zhuo, Xunzhao Yin
2023 A conf
SteppingNet: A Stepping Neural Network with Incremental Accuracy Enhancement.
DATE
Wenhao Sun, Grace Li Zhang, Xunzhao Yin, Cheng Zhuo, Huaxi Gu, Bing Li, Ulf Schlichtmann
2023 J jnl
Worst-case Power Integrity Prediction Using Convolutional Neural Network.
ACM Trans. Design Autom. Electr. Syst.
Xiao Dong, Yufei Chen, Jun Chen, Yucheng Wang, Ji Li, Tianming Ni, Zhiguo Shi, Xunzhao Yin, Cheng Zhuo
2022 J jnl
A Homogeneous Processing Fabric for Matrix-Vector Multiplication and Associative Search Using Ferroelectric Time-Domain Compute-in-Memory.
CoRR
Xunzhao Yin, Qingrong Huang, Franz Müller, Shan Deng, Alptekin Vardar, Sourav De, Zhouhang Jiang, Mohsen Imani, Cheng Zhuo, Thomas Kämpfe, Kai Ni
2022 C conf
Aging Aware Retraining for Memristor-based Neuromorphic Computing.
ISCAS
Wenwen Ye, Grace Li Zhang, Bing Li, Ulf Schlichtmann, Cheng Zhuo, Xunzhao Yin
2022 — conf
An Analog Clock-free Compute Fabric base on Continuous-Time Dynamical System for Solving Combinatorial Optimization Problems.
CICC
Muya Chang, Xunzhao Yin, Zoltán Toroczkai, Xiaobo Hu, Arijit Raychowdhury
2022 J jnl
An Ultra-Compact Single FeFET Binary and Multi-Bit Associative Search Engine.
CoRR
Xunzhao Yin, Franz Müller, Qingrong Huang, Chao Li, Mohsen Imani, Zeyu Yang, Jiahao Cai, Maximilian Lederer, Ricardo Olivo, Nellie Laleni, Shan Deng, Zijian Zhao, Cheng Zhuo, Thomas Kämpfe, Kai Ni
2022 — ch.
Approximate Multiplier Design for Energy Efficiency: From Circuit to Algorithm.
Approximate Computing
Ying Wu, Chuangtao Chen, Chenyi Wen, Weikang Qian, Xunzhao Yin, Cheng Zhuo
2022 A conf
COSIME: FeFET Based Associative Memory for In-Memory Cosine Similarity Search.
ICCAD
Che-Kai Liu, Haobang Chen, Mohsen Imani, Kai Ni, Arman Kazemi, Ann Franchesca Laguna, Michael T. Niemier, Xiaobo Sharon Hu, Liang Zhao, Cheng Zhuo, Xunzhao Yin
2022 J jnl
COSIME: FeFET based Associative Memory for In-Memory Cosine Similarity Search.
CoRR
Che-Kai Liu, Haobang Chen, Mohsen Imani, Kai Ni, Arman Kazemi, Ann Franchesca Laguna, Michael T. Niemier, Xiaobo Sharon Hu, Liang Zhao, Cheng Zhuo, Xunzhao Yin
2022 J jnl
Computing-In-Memory Using Ferroelectrics: From Single- to Multi-Input Logic.
IEEE Des. Test
Qingrong Huang, Dayane Reis, Chao Li, Di Gao, Michael T. Niemier, Xiaobo Sharon Hu, Mohsen Imani, Xunzhao Yin, Cheng Zhuo
2022 A* conf
Energy efficient data search design and optimization based on a compact ferroelectric FET content addressable memory.
DAC
Jiahao Cai, Mohsen Imani, Kai Ni, Grace Li Zhang, Bing Li, Ulf Schlichtmann, Cheng Zhuo, Xunzhao Yin
2022 A conf
Energy-Efficient Brain-Inspired Hyperdimensional Computing Using Voltage Scaling.
DATE
Sizhe Zhang, Ruixuan Wang, Dongning Ma, Jeff Jun Zhang, Xunzhao Yin, Xun Jiao
2022 A conf
Eva-CAM: A Circuit/Architecture-Level Evaluation Tool for General Content Addressable Memories.
DATE
Liu Liu, Mohammad Mehdi Sharifi, Ramin Rajaei, Arman Kazemi, Kai Ni, Xunzhao Yin, Michael T. Niemier, Xiaobo Sharon Hu
2022 J jnl
FeFET Multi-Bit Content-Addressable Memories for In-Memory Nearest Neighbor Search.
IEEE Trans. Computers
Arman Kazemi, Mohammad Mehdi Sharifi, Ann Franchesca Laguna, Franz Müller, Xunzhao Yin, Thomas Kämpfe, Michael T. Niemier, X. Sharon Hu
2022 A* conf
HDPG: hyperdimensional policy-based reinforcement learning for continuous control.
DAC
Yang Ni, Mariam Issa, Danny Abraham, Mahdi Imani, Xunzhao Yin, Mohsen Imani
2022 J jnl
Improving Fault Tolerance for Reliable DNN Using Boundary-Aware Activation.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Jinyu Zhan, Ruoxu Sun, Wei Jiang, Yucheng Jiang, Xunzhao Yin, Cheng Zhuo
2022 J jnl
OTFPF: Optimal Transport-Based Feature Pyramid Fusion Network for Brain Age Estimation with 3D Overlapped ConvNeXt.
CoRR
Yu Fu, Yanyan Huang, Yalin Wang, Shunjie Dong, Le Xue, Xunzhao Yin, Qianqian Yang, Yiyu Shi, Cheng Zhuo
2022 J jnl
PAM: A Piecewise-Linearly-Approximated Floating-Point Multiplier With Unbiasedness and Configurability.
IEEE Trans. Computers
Chuangtao Chen, Weikang Qian, Mohsen Imani, Xunzhao Yin, Cheng Zhuo
2022 J jnl
Senputing: An Ultra-Low-Power Always-On Vision Perception Chip Featuring the Deep Fusion of Sensing and Computing.
IEEE Trans. Circuits Syst. I Regul. Pap.
Han Xu, Ningchao Lin, Li Luo, Qi Wei, Runsheng Wang, Cheng Zhuo, Xunzhao Yin, Fei Qiao, Huazhong Yang
2022 J jnl
SteppingNet: A Stepping Neural Network with Incremental Accuracy Enhancement.
CoRR
Wenhao Sun, Grace Li Zhang, Xunzhao Yin, Cheng Zhuo, Huaxi Gu, Bing Li, Ulf Schlichtmann
2022 J jnl
VirtualSync+: Timing Optimization With Virtual Synchronization.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Grace Li Zhang, Bing Li, Xing Huang, Xunzhao Yin, Cheng Zhuo, Masanori Hashimoto, Ulf Schlichtmann
2022 J jnl
VirtualSync+: Timing Optimization with Virtual Synchronization.
CoRR
Grace Li Zhang, Bing Li, Xing Huang, Xunzhao Yin, Cheng Zhuo, Masanori Hashimoto, Ulf Schlichtmann
2022 J jnl
Worst-Case Dynamic Power Distribution Network Noise Prediction Using Convolutional Neural Network.
CoRR
Xiao Dong, Yufei Chen, Xunzhao Yin, Cheng Zhuo
2022 A* conf
Worst-case dynamic power distribution network noise prediction using convolutional neural network.
DAC
Xiao Dong, Yufei Chen, Xunzhao Yin, Cheng Zhuo
2022 J jnl
iMARS: An In-Memory-Computing Architecture for Recommendation Systems.
CoRR
Mengyuan Li, Ann Franchesca Laguna, Dayane Reis, Xunzhao Yin, Michael T. Niemier, Xiaobo Sharon Hu
2022 A* conf
iMARS: an in-memory-computing architecture for recommendation systems.
DAC
Mengyuan Li, Ann Franchesca Laguna, Dayane Reis, Xunzhao Yin, Michael T. Niemier, X. Sharon Hu
2021 J jnl
A Reconfigurable Multiplier for Signed Multiplications with Asymmetric Bit-Widths.
ACM J. Emerg. Technol. Comput. Syst.
Chuliang Guo, Li Zhang, Xian Zhou, Grace Li Zhang, Bing Li, Weikang Qian, Xunzhao Yin, Cheng Zhuo
2021 A* conf
Bayesian Inference Based Robust Computing on Memristor Crossbar.
DAC
Di Gao, Qingrong Huang, Grace Li Zhang, Xunzhao Yin, Bing Li, Ulf Schlichtmann, Cheng Zhuo
2021 A* conf
Cognitive Correlative Encoding for Genome Sequence Matching in Hyperdimensional System.
DAC
Prathyush Poduval, Zhuowen Zou, Xunzhao Yin, Elaheh Sadredini, Mohsen Imani
2021 — conf
Cross-layer Design for Computing-in-Memory: From Devices, Circuits, to Architectures and Applications.
ASP-DAC
Hussam Amrouch, Xiaobo Sharon Hu, Mohsen Imani, Ann Franchesca Laguna, Michael T. Niemier, Simon Thomann, Xunzhao Yin, Cheng Zhuo
2021 J jnl
Deep Random Forest with Ferroelectric Analog Content Addressable Memory.
CoRR
Xunzhao Yin, Franz Müller, Ann Franchesca Laguna, Chao Li, Wenwen Ye, Qingrong Huang, Qinming Zhang, Zhiguo Shi, Maximilian Lederer, Nellie Laleni, Shan Deng, Zijian Zhao, Michael T. Niemier, Xiaobo Sharon Hu, Cheng Zhuo, Thomas Kämpfe, Kai Ni
2021 A conf
Energy-Aware Designs of Ferroelectric Ternary Content Addressable Memory.
DATE
Yu Qian, Zhenhao Fan, Haoran Wang, Chao Li, Mohsen Imani, Kai Ni, Grace Li Zhang, Bing Li, Ulf Schlichtmann, Cheng Zhuo, Xunzhao Yin
2021 A conf
ICCAD Tutorial Session Paper Ferroelectric FET Technology and Applications: From Devices to Systems.
ICCAD
Hussam Amrouch, Di Gao, Xiaobo Sharon Hu, Arman Kazemi, Ann Franchesca Laguna, Kai Ni, Michael T. Niemier, Mohammad Mehdi Sharifi, Simon Thomann, Xunzhao Yin, Cheng Zhuo
2021 A conf
Joint Sparsity with Mixed Granularity for Efficient GPU Implementation.
DATE
Chuliang Guo, Xingang Yan, Yufei Chen, He Li, Xunzhao Yin, Cheng Zhuo
2021 J jnl
MACSen: A Processing-In-Sensor Architecture Integrating MAC Operations Into Image Sensor for Ultra-Low-Power BNN-Based Intelligent Visual Perception.
IEEE Trans. Circuits Syst. II Express Briefs
Han Xu, Ziru Li, Ningchao Lin, Qi Wei, Fei Qiao, Xunzhao Yin, Huazhong Yang
2021 Misc conf
On the Reliability of In-Memory Computing: Impact of Temperature on Ferroelectric TCAM.
VTS
Simon Thomann, Chao Li, Cheng Zhuo, Om Prakash, Xunzhao Yin, Xiaobo Sharon Hu, Hussam Amrouch
2021 — conf
Real-Time and Robust Hyperdimensional Classification.
ACM Great Lakes Symposium on VLSI
Alejandro Hernández-Cano, Cheng Zhuo, Xunzhao Yin, Mohsen Imani
2021 A* conf
RegHD: Robust and Efficient Regression in Hyper-Dimensional Learning System.
DAC
Alejandro Hernández-Cano, Cheng Zhuo, Xunzhao Yin, Mohsen Imani
2021 — conf
Regularization-Free Structural Pruning for GPU Inference Acceleration.
ISQED
Chuliang Guo, Yanbing Yang, Li Zhang, Shaodi Wang, He Li, Keyu Long, Xunzhao Yin, Cheng Zhuo
2021 A conf
Reliable Memristor-based Neuromorphic Design Using Variation- and Defect-Aware Training.
ICCAD
Di Gao, Grace Li Zhang, Xunzhao Yin, Bing Li, Ulf Schlichtmann, Cheng Zhuo
2021 — conf
Robust In-Memory Computing with Hyperdimensional Stochastic Representation.
NANOARCH
Prathyush Poduval, Mariam Issa, Farhad Imani, Cheng Zhuo, Xunzhao Yin, M. Hassan Najafi, Mohsen Imani
2021 — conf
Robustness of Neuromorphic Computing with RRAM-based Crossbars and Optical Neural Networks.
ASP-DAC
Grace Li Zhang, Bing Li, Ying Zhu, Tianchen Wang, Yiyu Shi, Xunzhao Yin, Cheng Zhuo, Huaxi Gu, Tsung-Yi Ho, Ulf Schlichtmann
2020 C conf
A Convolutional Neural Network Accelerator Architecture with Fine-Granular Mixed Precision Configurability.
ISCAS
Xian Zhou, Li Zhang, Chuliang Guo, Xunzhao Yin, Cheng Zhuo
2020 — conf
An Efficient and Flexible Learning Framework for Dynamic Power and Thermal Co-Management.
MLCAD
Yuan Cao, Tianhao Shen, Li Zhang, Xunzhao Yin, Cheng Zhuo
2020 — conf
Analog Content Addressable Memory using Ferroelectric: A Case Study of Search-in-Memory.
SoCC
Chuangtao Chen, Qingrong Huang, Chao Li, Li Zhang, Cheng Zhuo, Xunzhao Yin
2020 — conf
AxR-NN: Approximate Computation Reuse for Energy-Efficient Convolutional Neural Networks.
ACM Great Lakes Symposium on VLSI
Dongning Ma, Xunzhao Yin, Michael T. Niemier, Xiaobo Sharon Hu, Xun Jiao
2020 A conf
Countering Variations and Thermal Effects for Accurate Optical Neural Networks.
ICCAD
Ying Zhu, Grace Li Zhang, Bing Li, Xunzhao Yin, Cheng Zhuo, Huaxi Gu, Tsung-Yi Ho, Ulf Schlichtmann
2020 A conf
Emerging Neural Workloads and Their Impact on Hardware.
DATE
David Brooks, Martin M. Frank, Tayfun Gokmen, Udit Gupta, Xiaobo Sharon Hu, Shubham Jain, Ann Franchesca Laguna, Michael T. Niemier, Ian O'Connor, Anand Raghunathan, Ashish Ranjan, Dayane Reis, Jacob R. Stevens, Carole-Jean Wu, Xunzhao Yin
2020 J jnl
FeCAM: A Universal Compact Digital and Analog Content Addressable Memory Using Ferroelectric.
CoRR
Xunzhao Yin, Chao Li, Qingrong Huang, Li Zhang, Michael T. Niemier, Xiaobo Sharon Hu, Cheng Zhuo, Kai Ni
2020 — conf
Modeling and Benchmarking Computing-in-Memory for Design Space Exploration.
ACM Great Lakes Symposium on VLSI
Dayane Reis, Di Gao, Shaahin Angizi, Xunzhao Yin, Deliang Fan, Michael T. Niemier, Cheng Zhuo, Xiaobo Sharon Hu
2020 — conf
Nonvolatile and Energy-Efficient FeFET-Based Multiplier for Energy-Harvesting Devices.
ASP-DAC
Mengyuan Li, Xunzhao Yin, Xiaobo Sharon Hu, Cheng Zhuo
2020 A conf
Optimally Approximated and Unbiased Floating-Point Multiplier with Runtime Configurability.
ICCAD
Chuangtao Chen, Sen Yang, Weikang Qian, Mohsen Imani, Xunzhao Yin, Cheng Zhuo
2020 J jnl
SearcHD: A Memory-Centric Hyperdimensional Computing With Stochastic Training.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Mohsen Imani, Xunzhao Yin, John Messerly, Saransh Gupta, Michael T. Niemier, Xiaobo Sharon Hu, Tajana Rosing
2020 A conf
Seed-and-Vote based In-Memory Accelerator for DNA Read Mapping.
ICCAD
Ann Franchesca Laguna, Hasindu Gamaarachchi, Xunzhao Yin, Michael T. Niemier, Sri Parameswaran, Xiaobo Sharon Hu
2020 J jnl
The Impact of Ferroelectric FETs on Digital and Analog Circuits and Architectures.
IEEE Des. Test
Xiaoming Chen, Kai Ni, Michael T. Niemier, Dayane Reis, Xiaoyu Sun, Panni Wang, Suman Datta, Xiaobo Sharon Hu, Xunzhao Yin, Matthew Jerry, Shimeng Yu, Ann Franchesca Laguna
2019 J jnl
An Ultra-Dense 2FeFET TCAM Design Based on a Multi-Domain FeFET Model.
IEEE Trans. Circuits Syst. II Express Briefs
Xunzhao Yin, Kai Ni, Dayane Alfenas Reis, Suman Datta, Michael T. Niemier, Xiaobo Sharon Hu
2019 — conf
Ferroelectric FET Based In-Memory Computing for Few-Shot Learning.
ACM Great Lakes Symposium on VLSI
Ann Franchesca Laguna, Xunzhao Yin, Dayane Alfenas Reis, Michael T. Niemier, Xiaobo Sharon Hu
2019 — conf
Ferroelectric FET Based TCAM Designs for Energy Efficient Computing.
ISVLSI
Xunzhao Yin, Dayane Alfenas Reis, Michael T. Niemier, Xiaobo Sharon Hu
2019 J jnl
Ferroelectric FETs-Based Nonvolatile Logic-in-Memory Circuits.
IEEE Trans. Very Large Scale Integr. Syst.
Xunzhao Yin, Xiaoming Chen, Michael T. Niemier, Xiaobo Sharon Hu
2019 A conf
The Impact of Emerging Technologies on Architectures and System-level Management: Invited Paper.
ICCAD
Jörg Henkel, Hussam Amrouch, Martin Rapp, Sami Salamin, Dayane Reis, Di Gao, Xunzhao Yin, Michael T. Niemier, Cheng Zhuo, Xiaobo Sharon Hu, Hsiang-Yun Cheng, Chia-Lin Yang
2018 A conf
Computing with ferroelectric FETs: Devices, models, systems, and applications.
DATE
Ahmedullah Aziz, Evelyn T. Breyer, An Chen, Xiaoming Chen, Suman Datta, Sumeet Kumar Gupta, Michael Hoffmann, Xiaobo Sharon Hu, Adrian M. Ionescu, Matthew Jerry, Thomas Mikolajick, Halid Mulaosmanovic, Kai Ni, Michael T. Niemier, Ian O'Connor, Atanu Saha, Stefan Slesazeck, Sandeep Krishna Thirumala, Xunzhao Yin
2018 A conf
Design and optimization of FeFET-based crossbars for binary convolution neural networks.
DATE
Xiaoming Chen, Xunzhao Yin, Michael T. Niemier, Xiaobo Sharon Hu
2018 J jnl
Efficient Analog Circuits for Boolean Satisfiability.
IEEE Trans. Very Large Scale Integr. Syst.
Xunzhao Yin, Behnam Sedighi, Melinda Varga, Mária Ercsey-Ravasz, Zoltán Toroczkai, Xiaobo Sharon Hu
2018 A conf
Emerging reconfigurable nanotechnologies: can they support future electronics?
ICCAD
Shubham Rai, Srivatsa Rangachar Srinivasa, Patsy Cadareanu, Xunzhao Yin, Xiaobo Sharon Hu, Pierre-Emmanuel Gaillardon, Vijaykrishnan Narayanan, Akash Kumar
2017 A conf
An analog SAT solver based on a deterministic dynamical system: (Invited paper).
ICCAD
Xunzhao Yin, Zoltán Toroczkai, Xiaobo Sharon Hu
2017 A conf
Design and benchmarking of ferroelectric FET based TCAM.
DATE
Xunzhao Yin, Michael T. Niemier, Xiaobo Sharon Hu
2016 A conf
Design of latches and flip-flops using emerging tunneling devices.
DATE
Xunzhao Yin, Behnam Sedighi, Michael T. Niemier, Xiaobo Sharon Hu
2016 J jnl
Efficient Analog Circuits for Boolean Satisfiability.
CoRR
Xunzhao Yin, Behnam Sedighi, Melinda Varga, Mária Ercsey-Ravasz, Zoltán Toroczkai, Xiaobo Sharon Hu
2016 J jnl
Emerging Technology-Based Design of Primitives for Hardware Security.
ACM J. Emerg. Technol. Comput. Syst.
Yu Bi, Kaveh Shamsi, Jiann-Shiun Yuan, Pierre-Emmanuel Gaillardon, Giovanni De Micheli, Xunzhao Yin, Xiaobo Sharon Hu, Michael T. Niemier, Yier Jin
2016 — conf
Enhancing Hardware Security with Emerging Transistor Technologies.
ACM Great Lakes Symposium on VLSI
Yu Bi, Xiaobo Sharon Hu, Yier Jin, Michael T. Niemier, Kaveh Shamsi, Xunzhao Yin
2016 A conf
Exploiting ferroelectric FETs for low-power non-volatile logic-in-memory circuits.
ICCAD
Xunzhao Yin, Ahmedullah Aziz, Joseph Nahas, Suman Datta, Sumeet Kumar Gupta, Michael T. Niemier, Xiaobo Sharon Hu
2016 A conf
Using emerging technologies for hardware security beyond PUFs.
DATE
An Chen, Xiaobo Sharon Hu, Yier Jin, Michael T. Niemier, Xunzhao Yin