A Novel Approximation Methodology and Its Efficient VLSI Implementation for the Sigmoid Function von Qin, Zidi, Qiu, Yuou, Sun, Huaqing, Lu, Zhonghai, Wang, Zhongfeng, Shen, Qinghong, Pan, Hongbing

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Intelligent financial fraud detection practices in post-pandemic era von Zhu, Xiaoqian, Ao, Xiang, Qin, Zidi, Chang, Yanpeng, Liu, Yang, He, Qing, Li, Jianping

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Temporal high-order proximity aware behavior analysis on Ethereum von Ao, Xiang, Liu, Yang, Qin, Zidi, Sun, Yi, He, Qing

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A Universal Approximation Method and Optimized Hardware Architectures for Arithmetic Functions Based on Stochastic Computing von Qin, Zidi, Qiu, Yuou, Zheng, Muhan, Dong, Hongxi, Lu, Zhonghai, Wang, Zhongfeng, Pan, Hongbing

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Analyzing protein dynamics from fluorescence intensity traces using unsupervised deep learning network von Yuan, Jinghe, Zhao, Rong, Xu, Jiachao, Cheng, Ming, Qin, Zidi, Kou, Xiaolong, Fang, Xiaohong

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Accelerating Deep Neural Networks by Combining Block-Circulant Matrices and Low-Precision Weights von Qin, Zidi, Zhu, Di, Zhu, Xingwei, Chen, Xuan, Shi, Yinghuan, Gao, Yang, Lu, Zhonghai, Shen, Qinghong, Li, Li, Pan, Hongbing

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Reconfigurable processor chip driven by data stream and reconfigurable processor cluster von TANG SHIBIN, OUYANG PENG, QIN ZIDI

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Sparse neural network processor and method based on mixed-level precision operation von WEN JIAYU, TAO WEI, QIN ZIDI

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Unstructured sparse parameter optimization method and system von XIE XIAORU, TAO WEI, QIN ZIDI

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Convolution calculation device based on hybrid parallelization von XIE XIAORU, LIN JUN, QIN ZIDI

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Neural network training calculation architecture and accelerator von HAN HUIMING, HU YANG, YIN SHOUYI, WEI SHAOJUN, QIN ZIDI

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Big data network model reasoning calculation architecture and calculation device von HAN HUIMING, HU YANG, YIN SHOUYI, WEI SHAOJUN, QIN ZIDI

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Acceleration system and method based on structured sparse recurrent neural network reasoning operation von GUO SHOULIANG, WANG ZHONGFENG, TAO WEI, QIN ZIDI

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Boundary convolution calculation method and device, hardware accelerator and computer equipment von ZHOU QIAN, LIN JUN, TAO WEI, QIN ZIDI

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Device for approximately calculating tanh function von SHEN QINGHONG, QIU YU'OU, PAN HONGBING, QIN ZIDI, WANG YUXUAN

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Approximate calculation device for sigmoid function von QIU YU'OU, PAN HONGBING, QIN ZIDI, WANG YUXUAN

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Increasing function implementation device based on random calculation von WANG YAO, DONG HONGXI, QIU YU'OU, ZHENG MUHAN, QIN ZIDI, WANG YUXUAN

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Subtraction function approximate calculation device based on random calculation von DONG HONGXI, QIU YU'OU, PAN HONGBING, ZHENG MUHAN, QIN ZIDI, WANG YUXUAN

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Non-monotonic function approximate calculation device based on random calculation von DONG HONGXI, QIU YU'OU, PAN HONGBING, ZHENG MUHAN, QIN ZIDI, WANG YUXUAN

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Abnormal account detection method and system based on frequent transaction mode von AO XIANG, LIU YANG, HE QING, QIN ZIDI

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