面向智能计算的高能效可编程可重构计算器件研究
61774094
2017
F0402.集成电路设计
尹首一
面上项目
教授
清华大学
63万元
可重构计算;神经网络;人工智能;可编程逻辑器件;设计自动化
2018-01-01到2021-12-31
- 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 | 面向大规模可重构处理单元阵列的调试方法及装置 | 专利 | 尹首一;林宥旭;谷江源;钟鸣;罗列;张淞;刘雷波;魏少军 |
| 2 | A High Throughput Acceleration for Hybrid Neural Networks With Efficient Resource Management on FPGA | 期刊论文 | Shouyi Yin;Shibin Tang;Xinhan Lin;Peng Ouyang;Fengbin Tu;Leibo Liu;Shaojun Wei |
| 3 | 基于配置信息共享存储的可重构处理器及其共享存储方法 | 专利 | 尹首一;林宥旭;谷江源;钟鸣;罗列;张淞;刘雷波;魏少军 |
| 4 | Parana: A Parallel Neural Architecture Considering Thermal Problem of 3D Stacked Memory | 期刊论文 | Shouyi Yin;Shibin Tang;Xinhan Lin;Peng Ouyang;Fengbin Tu;Leibo Liu;Jishen Zhao;Cong Xu;Shuangcheng Li;Yuan Xie;Shaojun Wei |
| 5 | A 5.99-to-691.1TOPS/W Tensor-Train In-Memory-Computing Processor Using Bit-Level-Sparsity-Based Optimization and Variable-Precision Quantization | 会议论文 | Ruiqi Guo;Zhiheng Yue;Xin Si;T. Hu;H. Li;L. Tang;Y. Wang;L. Liu;Meng-Fan Chang;Qiang Li;Shaojun Wei;Shouyi Yin |
| 6 | 格式化的可重构处理器汇编指令处理方法及装置 | 专利 | 尹首一;蒋昱;谷江源;钟鸣;罗列;张淞;刘雷波;魏少军 |
| 7 | A Fast and Power-Efficient Hardware Architecture for Non-Maximum Suppression | 期刊论文 | Man Shi;Peng Ouyang;Shouyi Yin;Leibo Liu;Shaojun Wei |
| 8 | 可重构处理器上多层循环任务的硬件实现方法 | 专利 | 尹首一;林宥旭;谷江源;钟鸣;罗列;张淞;刘雷波;魏少军 |
| 9 | 可重构处理器的配置加载系统及方法 | 专利 | 尹首一;谢思敏;谷江源;钟鸣;罗列;张淞;刘雷波;魏少军 |
| 10 | An efficient kernel transformation architecture for binary- and ternary-weight neural network inference | 会议论文 | Shixuan Zheng;Yonggang Liu;Shouyi Yin;Leibo Liu;Shaojun Wei |
| 11 | Efficient Scheduling of Irregular Network Structures on CNN Accelerators | 期刊论文 | Shixuan Zheng;Xianjue Zhang;Daoli Ou;Shibin Tang;Leibo Liu;Shaojun Wei;Shouyi Yin |
| 12 | 层次化的多RPU多PEA的可重构处理器 | 专利 | 尹首一;林宥旭;谷江源;钟鸣;罗列;张淞;刘雷波;魏少军 |
| 13 | A High Energy Efficient Reconfigurable Hybrid Neural Network Processor for Deep Learning Applications | 期刊论文 | Shouyi Yin;Peng Ouyang;Shibin Tang;Fengbin Tu;Xiudong Li;Shixuan Zheng;Tianyi Lu;Jiangyuan Gu;Leibo Liu;Shaojun Wei |
| 14 | Flexible Rectification of a Speckle Projection System for Depth Sensing | 期刊论文 | Kai Zhou;Shouyi Yin;Peng Ouyang;Yinan Liu;Shibin Tang |
| 15 | 可重构处理器数据同步处理方法及装置 | 专利 | 尹首一;罗列;谷江源;谢思敏;钟鸣;张淞;刘雷波;魏少军 |
| 16 | TIMAQ: A Time-Domain Computing-in-Memory-Based Processor Using Predictable Decomposed Convolution for Arbitrary Quantized DNNs | 期刊论文 | Jianxun Yang;Yuyao Kong;Zhao Zhang;Zhuangzhi Liu;Jing Zhou;Yiqi Wang;Yonggang Liu;Chenfu Guo;Te Hu;Congcong Li;Leibo Liu;Jin Zhang;Shaojun Wei;Jun Yang;Shouyi Yin |
| 17 | An Energy-Efficient Reconfigurable Processor for Binary- and Ternary-Weight Neural Networks with Flexible Data Bit Width | 期刊论文 | Shouyi Yin;Peng Ouyang;Jianxun Yang;Tainyi Lu;Xiudong Li;Leibo Liu;Shaojun Wei |
| 18 | An Ultra-Low Power Binarized Convolutional Neural Network-Based Speech Recognition Processor with On-Chip Self-Learning | 期刊论文 | Shixuan Zheng;Peng Ouyang;Dandan Song;Xiudong Li;Leibo Liu;Shaojun Wei;Shouyi Yin |
| 19 | GNA: Reconfigurable and Efficient Architecture for Generative Network Acceleration | 期刊论文 | Jiale Yan;Shouyi Yin;Fengbin Tu;Leibo Liu;Shaojun Wei |
| 20 | Evolver: A Deep Learning Processor With On-Device Quantization-Voltage-Frequency Tuning | 期刊论文 | Fengbin Tu;Weiwei Wu;Yang Wang;Hongjiang Chen;Feng Xiong;Man Shi;Ning Li;Jinyi Deng;Tianbao Chen;Leibo Liu;Shaojun Wei;Yuan Xie;Shouyi Yin |
| 21 | STC: Significance-aware Transform-based Codec Framework for External Memory Access Reduction | 会议论文 | Feng Xiong;Fengbin Tu;Man Shi;Yang Wang;Leibo Liu;Shaojun Wei;Shouyi Yin |
| 22 | A High-performance Inference Accelerator Exploiting Patterned Sparsity in CNNs | 会议论文 | Ning Li;Leibo Liu;Shaojun Wei;Shouyi Yin |
| 23 | LCP: a Layer Clusters Paralleling mapping method for accelerating Inception and Residual networks on FPGA | 会议论文 | Xinhan Lin;Shouyi Yin;Fengbin Tu;Leibo Liu;Xiangyu Li;Shaojun Wei |
| 24 | 可重构处理器的配置信息记录方法及装置 | 专利 | 尹首一;谢思敏;谷江源;钟鸣;罗列;张淞;刘雷波;魏少军 |
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