Xiaotao Jia - Publications, H-index & Citations

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Xiaotao Jia

beihang university

12H-index

52Paper Count

377Citation Count

Published Papers 8

Publication Date

AM-CIM: Approximate Memory Based Near Sensor Compute-in-Memory Architecture for Keyword Spotting

IEEE Transactions on Circuits and Systems I: Regular Papers

IF0

2025-06-27

PREAI

Yuhao Liu; Xiaotao Jia; Guangcai Yuan; Jianyi Yu; Cong Shi; Qi Wei; Youguang Zhang; Weisheng Zhao; Fei Qiao

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Efficient SRAM-PIM Co-Design by Joint Exploration of Value-Level and Bit-Level Sparsity

IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems

IF2.9

2025-06-16

PREAI

Cenlin Duan; Jianlei Yang; Yikun Wang; Yiou Wang; Yingjie Qi; Xiaolin He; Bonan Yan; Xueyan Wang; Xiaotao Jia; Weisheng Zhao

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CiM-BNN:Computing-in-MRAM Architecture for Stochastic Computing Based Bayesian Neural Network

IEEE TRANSACTIONS ON EMERGING TOPICS IN COMPUTING

IF5.4

2024-10-01

PREAI

Gu, Huiyi; Jia, Xiaotao; Liu, Yuhao; Yang, Jianlei; Wang, Xueyan; Zhang, Youguang; Cotofana, Sorin Dan; Zhao, Weisheng

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An Energy-Efficient Bayesian Neural Network Implementation Using Stochastic Computing Method

IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS

IF8.9

2024-09-01

PREAI

Jia, Xiaotao; Gu, Huiyi; Liu, Yuhao; Yang, Jianlei; Wang, Xueyan; Pan, Weitao; Zhang, Youguang; Cotofana, Sorin; Zhao, Weisheng

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NAND-SPIN-based processing-in-MRAM architecture for convolutional neural network acceleration

SCIENCE CHINA-INFORMATION SCIENCES

IF7.6

2023-02-09

PREAI

Zhao, Yinglin; Yang, Jianlei; Li, Bing; Cheng, Xingzhou; Ye, Xucheng; Wang, Xueyan; Jia, Xiaotao; Wang, Zhaohao; Zhang, Youguang; Zhao, Weisheng

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Triangle Counting Accelerations: From Algorithm to In-Memory Computing Architecture

IEEE TRANSACTIONS ON COMPUTERS

IF3.8

2022-10-01

OAAI

Wang, Xueyan; Yang, Jianlei; Zhao, Yinglin; Jia, Xiaotao; Yin, Rong; Chen, Xuhang; Qu, Gang; Zhao, Weisheng

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High On/Off Ratio Spintronic Multi-Level Memory Unit for Deep Neural Network

ADVANCED SCIENCE

IF14.1

2022-02-20

OAAI

Zhang, Kun; Jia, Xiaotao; Cao, Kaihua; Wang, Jinkai; Zhang, Yue; Lin, Kelian; Chen, Lei; Feng, Xueqiang; Zheng, Zhenyi; Zhang, Zhizhong; Zhang, Youguang; Zhao, Weisheng

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Efficient Computation Reduction in Bayesian Neural Networks Through Feature Decomposition and Memorization

IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS

IF8.9

2021-04-01

OAAI

Jia, Xiaotao; Yang, Jianlei; Liu, Runze; Wang, Xueyan; Cotofana, Sorin Dan; Zhao, Weisheng

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Research Directions