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Re-Meltrix: A Reconfigurable Processing-in-Memory Architecture Based on RRAM and Function Synthesis 期刊论文
IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS, 2025, 卷号: 44, 期号: 9, 页码: 3409-3422
作者:  Long, Boyu;  Han, Yinhe;  Sun, Xian-He;  Chen, Xiaoming
收藏  |  浏览/下载:4/0  |  提交时间:2025/12/03
Logic  Computer architecture  Integrated circuit interconnections  Hardware  Routing  Circuits  Table lookup  Decoding  Performance evaluation  Logic gates  Processing in memory  resistive random-access memory (RRAM)  software-hardware co-design  ternary content-addressable memory (TCAM)  
A near-threshold memristive computing-in-memory engine for edge intelligence 期刊论文
NATURE COMMUNICATIONS, 2025, 卷号: 16, 期号: 1, 页码: 10
作者:  Wang, Linfang;  Li, Weizeng;  Zhou, Zhidao;  An, Junjie;  Ye, Wang;  Li, Zhi;  Gao, Hanghang;  Hu, Hongyang;  Liu, Jing;  Chen, Xiaoming;  Li, Ling;  Liu, Qi;  Seok, Mingoo;  Dou, Chunmeng;  Liu, Ming
收藏  |  浏览/下载:4/0  |  提交时间:2025/12/03
Balancing Graph Processing Workloads in Heterogeneous CPU-PIM Systems 期刊论文
IEEE TRANSACTIONS ON EMERGING TOPICS IN COMPUTING, 2025, 卷号: 13, 期号: 3, 页码: 1068-1082
作者:  Xu, Sheng;  Li, Chun;  Luo, Le;  Zheng, Ming;  Yan, Liang;  Zou, Xingqi;  Chen, Xiaoming
收藏  |  浏览/下载:4/0  |  提交时间:2025/12/03
Program processors  Logic  Codes  Annotations  Synchronization  Resource management  Parallel processing  Programming  Hardware  Energy consumption  Processing-in-Memory  workload balance  graph processing  heterogeneous system  
Low-Latency PIM Accelerator for Edge LLM Inference 期刊论文
IEEE COMPUTER ARCHITECTURE LETTERS, 2025, 卷号: 24, 期号: 2, 页码: 321-324
作者:  Wang, Xinyu;  Sun, Xiaotian;  Li, Wanqian;  Min, Feng;  Zhang, Xiaoyu;  Zhang, Xinjiang;  Han, Yinhe;  Chen, Xiaoming
收藏  |  浏览/下载:4/0  |  提交时间:2025/12/03
Random access memory  Low latency communication  Engines  Bandwidth  Vectors  Registers  Quantization (signal)  Energy efficiency  Hardware  Computational modeling  Large language model inference  processing-in-memory  edge accelerator  
PIMCOMP: An End-to-End DNN Compiler for Processing-In-Memory Accelerators 期刊论文
IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS, 2025, 卷号: 44, 期号: 5, 页码: 1745-1759
作者:  Sun, Xiaotian;  Wang, Xinyu;  Li, Wanqian;  Han, Yinhe;  Chen, Xiaoming
收藏  |  浏览/下载:37/0  |  提交时间:2025/06/25
Hardware  Optimization  Artificial neural networks  Pipelines  Parallel processing  Biological system modeling  Resource management  Adaptation models  Scheduling  Memory management  Deep neural network (DNN)  end-to-end compiler  processing-in-memory (PIM) accelerator  system-level optimization  
CKTSO: High-Performance Parallel Sparse Linear Solver for General Circuit Simulations 期刊论文
IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS, 2025, 卷号: 44, 期号: 5, 页码: 1887-1900
作者:  Chen, Xiaoming
收藏  |  浏览/下载:16/0  |  提交时间:2025/06/25
SPICE  Sparse matrices  Parallel processing  Design automation  Vectors  Scalability  Linear systems  Upper bound  Performance evaluation  Numerical stability  Circuit simulation  parallel linear solver  sparse linear solver  
Text-guided multimodal depression detection via cross-modal feature reconstruction and decomposition 期刊论文
INFORMATION FUSION, 2025, 卷号: 117, 页码: 10
作者:  Chen, Ziqiang;  Wang, Dandan;  Lou, Liangliang;  Zhang, Shiqing;  Zhao, Xiaoming;  Jiang, Shuqiang;  Yu, Jun;  Xiao, Jun
收藏  |  浏览/下载:13/0  |  提交时间:2025/06/25
Depression detection  Cross-modal feature reconstruction  Feature decomposition  Multimodal fusion  
A Data-Centric Software-Hardware Co-Designed Architecture for Large-Scale Graph Processing 期刊论文
IEEE TRANSACTIONS ON COMPUTERS, 2025, 卷号: 74, 期号: 4, 页码: 1109-1122
作者:  Li, Zerun;  Chen, Xiaoming;  Yang, Yuxin;  Min, Feng;  Zhang, Xiaoyu;  Han, Yinhe
收藏  |  浏览/下载:37/0  |  提交时间:2025/06/25
Bandwidth  Memory management  Computational modeling  System-on-chip  Software  Hardware  Computer architecture  Three-dimensional displays  Performance evaluation  Data communication  Large-scale graph processing  near memory computing  memory system  accelerator  
Identifying Optimal Workload Offloading Partitions for CPU-PIM Graph Processing Accelerators 期刊论文
IEEE TRANSACTIONS ON VERY LARGE SCALE INTEGRATION (VLSI) SYSTEMS, 2025, 页码: 12
作者:  Xu, Sheng;  Li, Chun;  Luo, Le;  Zhou, Wu;  Yan, Liang;  Chen, Xiaoming
收藏  |  浏览/下载:13/0  |  提交时间:2025/06/25
Program processors  Logic  Codes  Arrays  Runtime  Electronic mail  Accuracy  Very large scale integration  Training  Through-silicon vias  Graph processing  heterogenous systems  processing-in-memory (PIM)  reuse distance (RD)  workload offloading  
Resistive memory-based zero-shot liquid state machine for multimodal event data learning 期刊论文
NATURE COMPUTATIONAL SCIENCE, 2025, 卷号: 5, 期号: 1, 页码: 37-47
作者:  Lin, Ning;  Wang, Shaocong;  Li, Yi;  Wang, Bo;  Shi, Shuhui;  He, Yangu;  Zhang, Woyu;  Yu, Yifei;  Zhang, Yue;  Zhang, Xinyuan;  Wong, Kwunhang;  Wang, Songqi;  Chen, Xiaoming;  Jiang, Hao;  Zhang, Xumeng;  Lin, Peng;  Xu, Xiaoxin;  Qi, Xiaojuan;  Wang, Zhongrui;  Shang, Dashan;  Liu, Qi;  Liu, Ming
收藏  |  浏览/下载:37/0  |  提交时间:2025/06/25