信号和图像处理必备参考书,各种变换的实现, The Fourier transform Convolutions The Hartley transform (HT) Numbertheoretic transforms (NTTs) Walsh transforms The Haar transform ......
APPLIED NUMERICAL LINEAR ALGEBRA James W. Demmel University of California Berkeley, California Society for Industrial and Applied Mathematics Philadelphia Contents Preface ix 1 Introduction 1 1.1 Basic Notation 1 1.2 Standard Problems of Numerical L
The textbook consists of 13 chapters, organized as follows: & Chapter 1 introduces concepts of DSP and presents a general DSP block diagram. Application examples are included. & Chapter 2 covers the sampling theorem described in time domain and freq
再思考计算机视觉的Inception结构 Rethinking the inception architecture for computer vision (2016) 作者C. Szegedy et al. 摘要:对于多种任务来说,卷及网络处于最先进的计算机视觉解决方案的核心。自2014年以来,超深度卷积网络开始成为主流,在各种benchmark中产生了巨大的收获。虽然对大多数任务来说,增加的模型大小和计算成本往往转化为直接增益(只要提供足够的标记数据用于训练),计算效率和低参数计数仍然是
NVIDIA® cuDNN is a GPU-accelerated library of primitives for deep neural networks. cuDNN是一个对DNN的GPU加速库。他提供高度可调整的在DNN中的常用的例程实现。 It provides highly tuned implementations of routines arising frequently in DNN applications: 常用语前向后向卷积网络,包括交叉相关。Convolutio