个人简介
招生专业
081201-计算机系统结构
081203-计算机应用技术
081202-计算机软件与理论
招生方向
开源芯片
深度学习
脑启发计算
教育背景
2005-09--2010-05 美国路易斯安娜理工大学 博士
工作简历
2018-02~现在, 中科院计算所, 副研究员
2015-01~2018-01,中国科学院计算机网络信息中心, 副研究员
2012-06~2014-12,美国俄亥俄州立大学, 博士后
2010-10~2012-01,美国哥伦比亚大学, 博士后
教授课程
GPU编程与深度学习
基于GPU的并行计算及CUDA
奖励信息
(1) Nvidia Tegra K1 CUDA Vision Challenge 2014-2015, 特等奖, 其他, 2015
(2) 2013 ISMRM Challenge, 三等奖, 其他, 2013
专利成果
( 1 ) 多GPU的供电控制方法和供电控制装置, 发明, 2015, 第 1 作者, 专利号: 2015
发表著作
(1) 加速MATLAB编程指南, 清华大学出版社, 2018-01, 第 1 作者
科研项目
( 1 ) 机器学习平台, 主持, 市地级, 2015-09--2016-08
( 2 ) 基于MRI图像大数据分析的老年退行性疾病早期预警算法及标示物发现, 主持, 省级, 2016-01--2019-12
( 3 ) 视觉动态认知机理及物体识别技术研究, 参与, 省级, 2016-03--2017-12
( 4 ) 轻度认知障碍智能诊断模型研究, 参与, 省级, 2017-01--2019-12
参与会议
(1)GPU Acceleration of Convolutional Neural Network for Brain Carcinoma MRI Image Segmentation by cuDNN GPU Technology Conference 2015 Di Zhao, Jianbo Lei 2015-03-20
(2)Samuel Ting and Orlando Simonetti, Acceleration of l1?Regularization MRI Reconstruction by Lookup Table and GPU Shared Memory based DWT GPU Technology Conference 2014 Di Zhao 2014-03-25
(3)Enhancement Tegra Tablets’ Computational Performance by GeForce Desktops and Wifi GPU Technology Conference 2014 Di Zhao 2014-03-24
(4) GPU Acceleration of Optimal Design Selection in Laboratory Experiments in Cognitive Science GPU Technology Conference 2013 Di Zhao, Woojae Kim, Mark A. Pitt 2013-03-18
研究领域
开源芯片、开源加速器。包括开源加速器的体系结构、加速算法和应用的研究。在开源加速器的体系结构领域:可拓展构架、受脑启发构架;在开源加速器的加速算法领域:信号处理等算法的硬件加速;在开源加速器的应用领域:脑机接口、深度学习等。
近期论文
查看导师新发文章
(温馨提示:请注意重名现象,建议点开原文通过作者单位确认)
(1) DSMC3: Fast Direct Simulation Monte Carlo Solver for the Boltzmann Equation by Multi-Chain Markov Chain and Multicore Programming, DSMC3: Fast Direct Simulation Monte Carlo Solver for the Boltzmann Equation by Multi-Chain Markov Chain and Multicore Programming, International Journal of Modeling, Simulation, and Scientific Computing, 2016, 第 1 作者
(2) Mobile GPU Computing Based Filter Bank Convolution for Three-dimensional Wavelet Transform, Mobile GPU Computing Based Filter Bank Convolution for Three-dimensional Wavelet Transform, International Journal of Mobile Computing and Multimedia Communications, 2016, 第 1 作者
(3) 大脑听觉系统建模研究进展, 大脑听觉系统建模研究进展, 计算机科学, 2016, 第 3 作者
(4) Fast Filter Bank Convolution for Three-dimensional Wavelet Transform by Shared Memory on Mobile GPU Computing, Fast Filter Bank Convolution for Three-dimensional Wavelet Transform by Shared Memory on Mobile GPU Computing, Journal of Supercomputing, 2015, 第 1 作者
(5) Fast Finite Element Solver for Incompressible Navier-Stokes Equation by Parallel Gram-Schmidt Process based GMRES and HSS, Fast Finite Element Solver for Incompressible Navier-Stokes Equation by Parallel Gram-Schmidt Process based GMRES and HSS, Journal of Mathematical and Computational Science, 2015, 第 1 作者
(6) Fast Solver for Interior Point Method of SVM Training by Parallel GMRES and HSS, Fast Solver for Interior Point Method of SVM Training by Parallel GMRES and HSS, International Journal of Computing, 2015, 第 1 作者
(7) Quick Triple Finite Volume Solver for Incompressible Navier-Stokes Equation by Parallel Gram-Schmidt Process based GMRES and HSS, Quick Triple Finite Volume Solver for Incompressible Navier-Stokes Equation by Parallel Gram-Schmidt Process based GMRES and HSS, Engineering Computations, 2015, 第 1 作者
(8) High-efficient Solving Tridiagonal Systems by Chunked Cyclic Reduction and GPU Shared Memory, High-efficient Solving Tridiagonal Systems by Chunked Cyclic Reduction and GPU Shared Memory, Journal of Supercomputing, 2015, 第 1 作者
(9) High-accuracy Non-gradient Optimizer by Vectorized Iterative Discrete Approximation and Single GPU Computing, High-accuracy Non-gradient Optimizer by Vectorized Iterative Discrete Approximation and Single GPU Computing, International Journal of High Performance Computing and Networking, 2014, 第 1 作者
(10) High-accuracy Optimization by Parallel Iterative Discrete Approximation and GPU Cluster Computing, High-accuracy Optimization by Parallel Iterative Discrete Approximation and GPU Cluster Computing, Journal of Software, 2014, 第 1 作者
(11) Parallel Multi-proposal and Multi-chain Markov Chain Monte Carlo for Calculating P-value of Genome-Wide Association Studies, Parallel Multi-proposal and Multi-chain Markov Chain Monte Carlo for Calculating P-value of Genome-Wide Association Studies, Parallel Processing Letters, 2013, 第 1 作者
(12) Combining PubMed knowledge and EHR data to develop a weighted bayesian network for pancreatic cancer prediction, Combining PubMed knowledge and EHR data to develop a weighted bayesian network for pancreatic cancer prediction, Journal of Biomedical Informatics, 2011, 第 1 作者
(13) Accurate Finite Difference Schemes for Solving a 3D Heat Transfer Model in an N-Carrier System with Neumann Boundary Condition in Spherical Coordinates, Accurate Finite Difference Schemes for Solving a 3D Heat Transfer Model in an N-Carrier System with Neumann Boundary Condition in Spherical Coordinates, Journal of Computational and Applied Mathematics, 2011, 第 1 作者
学术兼职
2017-01-01-今,中国图象图形学学会视觉大数据专业委员会, 委员
2016-01-01-今,中国医学装备协会智能装备技术分会, 委员
2014-12-31-2017-12-31,中国计算机学会, 会员