▪ Convolutional Neural Network ▪ Convolution ▪ Max Pooling ▪ CNN Forward Propagation ▪ CNN Backward Propagation ▪ CNN Architectures ▪ LeNet-5 、 AlexNet ▪ VGGNet ▪ GoogLeNet ▪ ResNet

Relationship with Ther courses(Relationship with other Courses(2) pp Dev Practic Chapter 1: Introduction Chapter 1: Introduction Chapter goal: Network basics Network basics TCP/IP protocols stack

1 INTRODUCTION 2 COPE DESCRIPTION 3 COPE IMPLEMENTATION 4 ANALOG NETWORK CODING

Chapter 10 Computer and Network Security Key points: useful terms and definitions of computer security Difficult points: distinguish between four kinds of computer security breaches

• Some notions • Encoding • Password & cryptography

• 恶意程序 • 安全漏洞 • DoS攻击 • 网站安全 • 云平台安全 • 工业控制系统安全

 Overview of Network Security  Cryptographic hash functions  User authentication  SSL  IPSec & IKE  Distributed Denial of Service (DDoS)  Firewall  Reading List

该章主要介绍局域网的有关概念，包括局域网的特点及构成、局域网的协议及特点、CSMA/CD协议、令牌环协议及应用、以太网网络组成、快速与高速以太网等。在了解局域网概念的基础上，掌握组网的方法。重点难点：局域网的特点及构成、局域网的协议及特点、CSMA/CD协议、令牌环协议及应用、以太网网络组成、快速与高速以太网

该章主要介绍各类主要网络互连设备的简单工作原理、功能、配置及使用方法，包括集线器、交换机、路由器等。使同学在了解主要网络互连设备简单工作原理的基础上，熟练掌握网络互连设备的配置和维护方法。重点难点：各类网络设备及功能；集线器功能及应用；交换机功能、原理及应用；集线器、交换机、三层交换机的区别；交换机的配置方法；路由器的原理与配置

3-1 Introduction 3-2 Definition Architecture 3-3 Why have Architecture 3-10 3-5 Definition Architecture 3-6 The V.and X.standards 3-7 Advs and disadvs of standards 3-8 Communication Architecture 3-9 ISO Reference Model 3-4 Standards making org 3-11 Internet Architecture 3-12 Manufactures Architecture 3-13 A caveat about 3-14 Layered architecture