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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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—Celebration of the 10th anniversary of the State Key Laboratory of Advanced Displays and Optoelectronics Technologies at HKUST

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Twisted van der Waals Heterostructures

In-Situ and in-operando Characterization of Semiconductor Materials and Devices

Flexible Energy Devices

Semiconductor Optoelectronic Integrated Circuits

Beyond Moore: Three-Dimensional (3D) Heterogeneous Integration

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Advanced Analog and Mixed-Mode Integrated Circuits

Challenges and Possibilities of Energy Storage

Monoelemental 2D Semiconducting Materials and Their Applications

Quantum Transport in Mesoscopic Systems

Perovskite Semiconductor Optoelectronic Materials and Devices

Flexible Materials and Structures for Bioengineering, Sensing, and Energy Applications

Reconfigurable Computing for Energy Efficient AI Microchip Technologies

Celebration of the 60^th Anniversary of Dedicating to Scientific Research of Prof. Zhanguo Wang

Ultra-Violet Optoelectronic Materials, Devices and Applications

Flexible and Wearable Sensors for Robotics and Health

Compound Semiconductor Materials and Devices on Si

A Celebration of the 100^th Birthday of Prof. Kun Huang

Challenges and Possibilities of Magnetic Semiconductors

Quantum Light Sources from Semiconductors

2D-materials-related physical properties and optoelectronic devices

Ultra-Wide Bandgap Semiconductor Gallium Oxide: from Materials to Devices

Semiconductor Materials Genome Initiative: New Concepts and Discoveries

Si-Based Materials and Devices

Flexible and Wearable Electronics: from Materials to Applications

Devices and Circuits for Wearable and IoT Systems

2D Materials and Devices

Perovskite Solar Cells

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