Journal of Semiconductors

Reconfigurable Computing for Energy Efficient AI Microchip Technologies

Guest Editors:

Haigang Yang

Yajun Ha

Lingli Wang

Wei Zhang

Yingyan Lin

Preface to the Special Issue on Reconfigurable Computing for Energy Efficient AI Microchip Technologies

Haigang Yang, Yajun Ha, Lingli Wang, Wei Zhang, Yingyan Lin

2020, 41(2): 020101, doi: 10.1088/1674-4926/41/2/020101
Reconfigurable computing: a promising microchip architecture for artificial intelligence

Shaojun Wei

2020, 41(2): 020301, doi: 10.1088/1674-4926/41/2/020301
Architecture, challenges and applications of dynamic reconfigurable computing

Yanan Lu, Leibo Liu, Jianfeng Zhu, Shouyi Yin, Shaojun Wei

2020, 41(2): 021401, doi: 10.1088/1674-4926/41/2/021401
A survey of FPGA design for AI era

Zhengjie Li, Yufan Zhang, Jian Wang, Jinmei Lai

2020, 41(2): 021402, doi: 10.1088/1674-4926/41/2/021402
A survey of neural network accelerator with software development environments

Jin Song, Xuemeng Wang, Zhipeng Zhao, Wei Li, Tian Zhi

2020, 41(2): 021403, doi: 10.1088/1674-4926/41/2/021403
Accelerating hybrid and compact neural networks targeting perception and control domains with coarse-grained dataflow reconfiguration

Zheng Wang, Libing Zhou, Wenting Xie, Weiguang Chen, Jinyuan Su, Wenxuan Chen, Anhua Du, Shanliao Li, Minglan Liang, Yuejin Lin, Wei Zhao, Yanze Wu, Tianfu Sun, Wenqi Fang, Zhibin Yu

2020, 41(2): 022401, doi: 10.1088/1674-4926/41/2/022401
HRM: H-tree based reconfiguration mechanism in reconfigurable homogeneous PE array

Junyong Deng, Lin Jiang, Yun Zhu, Xiaoyan Xie, Xinchuang Liu, Feilong He, Shuang Song, L. K. John

2020, 41(2): 022402, doi: 10.1088/1674-4926/41/2/022402
Towards efficient deep neural network training by FPGA-based batch-level parallelism

Cheng Luo, Man-Kit Sit, Hongxiang Fan, Shuanglong Liu, Wayne Luk, Ce Guo

2020, 41(2): 022403, doi: 10.1088/1674-4926/41/2/022403
Towards high performance low bitwidth training for deep neural networks

Chunyou Su, Sheng Zhou, Liang Feng, Wei Zhang

2020, 41(2): 022404, doi: 10.1088/1674-4926/41/2/022404
A routing algorithm for FPGAs with time-multiplexed interconnects

Ruiqi Luo, Xiaolei Chen, Yajun Ha

2020, 41(2): 022405, doi: 10.1088/1674-4926/41/2/022405
Optimizing energy efficiency of CNN-based object detection with dynamic voltage and frequency scaling

Weixiong Jiang, Heng Yu, Jiale Zhang, Jiaxuan Wu, Shaobo Luo, Yajun Ha

2020, 41(2): 022406, doi: 10.1088/1674-4926/41/2/022406

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