# convolution matrix

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### Understanding of deep separable convolution, packet convolution, expanded convolution, transpose convolution (deconvolution)

Reference:https://zhuanlan.zhihu.com/p/28749411https://zhuanlan.zhihu.com/p/28186857https://blog.yani.io/filter-group-tutorial/https://www.zhihu.com/question/54149221Http://blog.csdn.net/guvcolie/article/details/77884530?locationNum=10&fps=1http://bl

### On the bloody example, essence and physical meaning of convolution

As a hard-pressed engineering student, "Signal and system" + "digital signal processing" is not the past, a variety of headache concepts and mathematical formula: Fourier variation, Laplace change, Z-transform, convolution, cyclic convolution,

### Introduction of popular interpretation and classical model of convolution neural network

Based on the traditional polynomial regression, neural network is inspired by the "activation" phenomenon of the biological neural network, and the machine learning model is built up by the activation function.In the field of image processing,

### Introduction to Convolution

First see the convolution operation, know that convolution is the template and image corresponding points multiplied and added, the final result in lieu of the value of the template center point of an operation. However, recently saw the definition

### The nature and physical significance of convolution (comprehensive understanding of convolution)

The nature and physical significance of convolution (comprehensive understanding of convolution)The essence and physical meaning of convolutionHint: the understanding of convolution is divided into three parts 1) signal angle 2) mathematician

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### Fast realization of convolution---arbitrary convolution cores for image processing

Convolution is actually the most basic operation in image processing, some algorithms such as mean Blur, Gaussian blur, sharpening, Sobel, Laplace, Prewitt edge detection and so on, can be realized by convolution algorithm. Only because of the

### Convolution: How to become a very powerful neural network

This article first Huchi: HTTPS://JIZHI.IM/BLOG/POST/INTUITIVE_EXPLANATION_CNN What is convolutional neural network. And why it's important. convolutional Neural Networks (convolutional neural Networks, convnets or CNNs) are a neural network that

### Deep Learning Model: CNN convolution neural Network (i) depth analysis CNN

http://m.blog.csdn.net/blog/wu010555688/24487301This article has compiled a number of online Daniel's blog, detailed explanation of CNN's basic structure and core ideas, welcome to exchange.[1] Deep Learning Introduction[2] Deep Learning training

### Deep Learning paper notes (IV.) The derivation and implementation of CNN convolution neural network

Deep Learning paper notes (IV.) The derivation and implementation of CNN convolution neural network[Email protected]Http://blog.csdn.net/zouxy09 I usually read some papers, but the old feeling after reading will slowly fade, a day to pick up when it

### Fifth chapter (1.5) Depth learning--a brief introduction to convolution neural network _ Neural network

Convolution neural Network (convolutional neural Network, CNN) is a feedforward neural network, which is widely used in computer vision and other fields. This article will briefly introduce its principles and analyze the examples provided by the

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