Search Results - "Jia, Xijie"

A High-Performance CNN Processor Based on FPGA for MobileNets by Wu, Di, Zhang, Yu, Jia, Xijie, Tian, Lu, Li, Tianping, Sui, Lingzhi, Xie, Dongliang, Shan, Yi

“…Convolution neural networks (CNNs) have been widely applied in the fields of computer vision tasks. However, it is hard to deploy those standard neural…”
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DNNVM: End-to-End Compiler Leveraging Heterogeneous Optimizations on FPGA-Based CNN Accelerators by Xing, Yu, Liang, Shuang, Sui, Lingzhi, Jia, Xijie, Qiu, Jiantao, Liu, Xin, Wang, Yushun, Shan, Yi, Wang, Yu

“…The convolutional neural network (CNN) has become a state-of-the-art method for several artificial intelligence domains in recent years. The increasingly…”
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Lightweight design of the in-wheel motor considering the coupled electromagnetic-thermal effect by Tan, Di, Wu, Yanshou, Feng, Jie, Yang, Kun, Jia, Xijie, Ma, Chao

“…The lightweight problem of in-wheel motor is one of the key problems to be solved in the development of in-wheel motor driving electric vehicles. However,…”
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SRI-SURF: A better SURF powered by scaled-RAM interpolator on FPGA by Xijie Jia, Kaiyuan Guo, Wenqiang Wang, Yu Wang, Huazhong Yang

“…Speed-Up Robust Feature (SURF) is an effective algorithm for feature extraction. We propose a novel Scaled-RAM Interpolator (SRI) on FPGA to deal with the high…”
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XVDPU: A High Performance CNN Accelerator on the Versal Platform Powered by the AI Engine by Jia, Xijie, Zhang, Yu, Liu, Guangdong, Yang, Xinlin, Zhang, Tianyu, Zheng, Jia, Xu, Dongdong, Wang, Hong, Zheng, Rongzhang, Pareek, Satyaprakash, Tian, Lu, Xie, Dongliang, Luo, Hong, Shan, Yi

“…The convolution neural networks (CNNs) are widely used in computer vision applications nowadays. However, the trends of higher accuracy and higher resolution…”
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Multi-task ADAS system on FPGA by Peng, Jinzhang, Tian, Lu, Jia, Xijie, Guo, Haotian, Xu, Yongsheng, Xie, Dongliang, Luo, Hong, Shan, Yi, Wang, Yu

“…Advanced Driver-Assistance Systems (ADAS) can help drivers in the driving process and increase the driving safety by automatically detecting objects, doing…”
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A-U3D: A Unified 2D/3D CNN Accelerator on the Versal Platform for Disparity Estimation by Zhang, Tianyu, Li, Dong, Wang, Hong, Li, Yunzhi, Ma, Xiang, Luo, Wei, Wang, Yu, Huang, Yang, Li, Yi, Zhang, Yu, Yang, Xinlin, Jia, Xijie, Lin, Qiang, Tian, Lu, Jiang, Fan, Xie, Dongliang, Luo, Hong, Shan, Yi

“…3-Dimensional (3D) convolutional neural networks (CNN) are widely used in the field of disparity estimation. However, 3D CNN is more computationally dense than…”
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DNNVM : End-to-End Compiler Leveraging Heterogeneous Optimizations on FPGA-based CNN Accelerators by Xing, Yu, Liang, Shuang, Sui, Lingzhi, Jia, Xijie, Qiu, Jiantao, Liu, Xin, Wang, Yushun, Wang, Yu, Shan, Yi

“…The convolutional neural network (CNN) has become a state-of-the-art method for several artificial intelligence domains in recent years. The increasingly…”
Get full text