capsule networks

1. Introduction Automatic Switching Optical Network (ASON) technology has been accumulating and improving after years of development. For most carriers in China, Traditional transmission networks already have a large scale. How to introduce ASON technology more rationally to achieve stable evolution of transmission networks is the main issue discussed in this article. 2. Introduction of ASON technology At p

Broadband access networks are worth learning. Here we mainly introduce the Network Positioning of broadband access servers and the system requirements of broadband access servers, including the extended functions of broadband access servers. With the increasing process of broadband data networks, Wide Area Network broadband access technology, represented by xDSL, HFCs, and even optical fiber LAN, has develo

In order to adapt to the rapid development of data services represented by IP Services and the trend that the data business volume will exceed or greatly exceed the voice business volume; to adapt to the changes in network traffic distribution caused by customer-server and other application methods, as well as the unique self-similarity of IP Services and the asymmetry of sending and receiving, to support an endless stream of online applications, all countries in the world are exploring and expe

Learn how to use VLAN networks to become a major contributor. After establishing and configuring enterprise VLAN networks, managing VLAN networks, and maintaining VLAN networks, you will have an in-depth understanding of VLANs. VLAN is a virtual network. VLAN is divided into three methods: Port-based, MAC address and I

With the continuous development of the Internet, the rapid growth of voice, data and multimedia services poses higher requirements for the transmission network's transmission bandwidth, interface methods and operation and maintenance. With the development of 40g synchronous transmission technology, wavelength division multiplexing technology, and ultra-long optical transmission technology, optical transmission networks have the features of high speed,

Network, mathematically known as the graph, the earliest study began in 1736 Euler's Königsberg seven bridges problem, but later on the study of the graph developed slowly, until 1936, only the first book on the study of graph theory. In the 1960s, two Hungarian mathematicians, Erdos and Renyi, established the theory of random graphs, which was recognized as a systematic study of the complex network theory in mathematics. For the next 40 years, random graph theory has been used as the basic theo

Visual Question answering with memory-augmented Networks2018-05-15 20:15:03Motivation:Although VQA has made great progress, this method still has a poor performance for the full General,freeform VQA, the author thinks it is because of the following two points:1. Deep models trained with gradient based methods learn to respond to the majority of training data rather than speci FIC scarce exemplars ;The depth model trained by gradient descent method has good corresponding to the main training dat

First on the topic:Domestic Networks Time Limit: 2000MS Memory Limit: 65536K Total Submissions: 732 Accepted: 204 Special Judge DescriptionAlex is a system administrator of domestic Networks Inc. He network connects apartments and spans over multiple buildings.The network expands and Alex have to design a new network segment. He has

-notes for the "Deep Learning book, Chapter Sequence modeling:recurrent and recursive Nets. Meta Info:i ' d to thank the authors's original book for their great work. For brevity, the figures and text from the original book are used without. Also, many to Colan and Shi for their excellent blog posts on Lstm, from which we use some figures. Introduction Recurrent neural Networks (RNN) are for handling data. Rnns share parameters across different positi

switches.There have been a lot of discussions about vswitches, and people have basically agreed on the technical characteristics of vswitches. Vswitches use MGCP/H.248 media control protocol technology to separate call control from media bearer. Therefore, some foreign scholars refer to soft switches as call proxy CA or media gateway controller MGC. The concept of a soft switch not only makes the voice service function of the Next Generation Network completely transparent and compatible with th

protocol-based networks. Limitations on video compression over IP Networks 1. H.264 application scenarios Before discussing IP-based H.264, it is necessary to describe the application scenarios of H.264 related to IP networks and their requirements for transmission and decoder. The following describes three scenarios: Dialog application, download service, a

convolutional Neural Network (convolutional neural networks/cnn/convnets)Convolutional neural networks are very similar to normal neural networks: the neurons that make up them all have learning weights (weights) and biases (biases). Each neuron accepts some input, performs a dot product operation, and may execute a nonlinear function to finally get the output of

in the industrial value chain of the communication industry. Services and applications have always been the key to the existence of communication networks. The richness and possibility of services are limited by the support capability of the business environment. Therefore, integrating multiple networks to build a mobile ubiquitous business environment (MUSE) will surely become the development trend of the

As the application of the GMPLS/ASON technology in intelligent optical networks began to scale, we began to realize that the construction and development of transmission networks not only included the transmission hardware technology, the unified network management and control of the transmission network are also two difficulties for network construction and equipment technology development. GMPLS/ASON Cont

There are many things worth learning about broadband access networks. Here we mainly introduce the practical application of remote video surveillance systems in broadband access networks. Today, as human society is about to enter the information society, the development of telecommunication networks and computer networks