Xiaotao Jia - Publications, H-index & Citations

Xiaotao Jia

beihang university

12H指数

52论文数

377被引数

收录论文 8

发表时间

AM-CIM: Approximate Memory Based Near Sensor Compute-in-Memory Architecture for Keyword Spotting AM-CIM: 基于近似内存的近传感器计算存储架构用于关键词唤醒

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

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

CiM-BNN:Computing-in-MRAM Architecture for Stochastic Computing Based Bayesian Neural Network Cim-bnn: 基于贝叶斯神经网络的随机计算的MRAM计算体系结构

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

An Energy-Efficient Bayesian Neural Network Implementation Using Stochastic Computing Method 基于随机计算方法的节能贝叶斯神经网络实现

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

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

Triangle Counting Accelerations: From Algorithm to In-Memory Computing Architecture 三角计数加速度: 从算法到内存计算架构

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

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

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

研究方向