capsule networks

Wireless networks are increasingly popular with enterprises and institutions because of their convenience and limited nature. However, I believe that wireless networks have various advantages, but compared with wired networks, they still have some inherent defects. Therefore, I believe that wireless networks cannot com

Intelligent Network Integrated Wiring is worth learning a lot. Here we mainly introduce the gradual Intelligentization of the trunk network, this section describes how to use the UNI interface to access the smart backbone network and the metro aggregation/access layer network to achieve intelligence. As a development trend of Optical Networks, intelligent network Integrated Wiring of optical networks has be

overhead of Address Resolution and processing. On the other hand, the "temporary address" provides very convenient conditions for attackers on the Internet, such as spam ads and virus emails through dial-up Internet access, without special network skills, you can change the network address frequently, which is very convenient and private and easy to detect and investigate. 2. Problems with using "internal address" The second technology used to save addresses is to allow users to use internal ad

On explainability of Deep Neural networks«learning F # Functional Data structures and algorithms is out! On explainability of deep neural NetworksDuring a discussion yesterday with software architect Extraordinairedavid Lazarregardinghow Everything old is new again, the topic of deep neural networks and its amazing success were brought up. Unless one isliving under a rock for past five years, the advancemen

There ' s something magical about recurrent neural Networks (Rnns). I still remember I trained my recurrent network forimage. Within a few dozen minutes of training my The baby model (with rather Arbitrarily-chosen hyperparameters) started to Gen Erate very nice looking descriptions of images this were on the edge of making sense. Sometimes the ratio of how simple your model are to the quality of the results for you are out of it blows past your expec

Deep Learning SpecializationWunda recently launched a series of courses on deep learning in Coursera with Deeplearning.ai, which is more practical compared to the previous machine learning course. The operating language also has MATLAB changed to Python to be more fit to the current trend. A study note on this series of courses will be made here.The deep learning specialization is divided into five courses, namely: Neural Networks and deep learning,im

How should we set wireless network technology? How does IPV6 affect wireless networks? The following articles unveil the mysteries of us. 1. Introduction 3G network operators hope to provide a large number of application services for potential customers, including traditional voice services and unimaginable services. 3G networks can handle a large amount of traffic needs, which may lead to the implementatio

Wired networks have always been a frequent network type for home and enterprise users. However, with the popularity of wireless networks, wired networks gradually expose their inevitable drawbacks: a large number of cabling and line change projects; lines are prone to damage; nodes in the network cannot be moved. In particular, when connecting distant nodes, it i

management, mobility management and call control functions, including location update, authentication, call, paging, switching, etc. The terminal and network are identified by PSNumber (equivalent to IMSI in GSM). The wireless network includes the base station and the base station controller, connect to the core network through the interface. ZTE's PHS System is a mobile network system based on the GSM network architecture, including MSC/VLR (IGW) and HLR. The A interface evolved from the gsm b

Although, at present, 3G wireless communication networks have not been applied to every mobile user as expected. However, the author believes that this is only a matter of time, and does not prevent us from looking forward to the bright future of 3G wireless communication networks. 3G has set a new goal for itself-digital intelligence for our lives. China Unicom is setting a new goal for 3G business applica

Definition of energy efficiency in communication networks and its value for energy-saving management across the network Improving the energy efficiency of communication networks (EE) is an important means to improve the profitability of operators. The energy efficiency indicators are further divided into TEE and IEE) it can better adapt to the organization model of Maintenance Management for telecom operat

Label: style blog HTTP Io SP strong on 2014 Preface: Keep your style consistent. Before you officially start writing, start with a long talk. There are too many books and articles about neural networks, so I am not allowed to talk about them in a word that is too arrogant. I try to write a little more information. After reading this article, I can have a general understanding of neural networks and have so

Today, social networks are ubiquitous-to connect with friends, to keep up with the times, or to keep people informed of the latest developments in topics of common interest. Social networking is also useful in businesses. This article will show you how to quickly and easily use social networking software (such as Twitter) in your WebSphere MQ application to send status and problem information to a wide range of system administrators or end users, or e

@ Translation: Huangyongye Original link: Understanding Lstm Networks Foreword : Actually before already used lstm, is in the depth study frame Keras to use directly, but to the present to LSTM detailed network structure still does not understand, the heart is worried about is uncomfortable. Today, read the TensorFlow document recommended this blog, after reading this, beginnings Dawu, the structure of lstm understanding is basically not a big problem

http://blog.csdn.net/u011274209/article/details/53384232 principle: article Source: Memory Networks, answering Reading comprehension Using Memory For many neural network models, there is a lack of a long memory component for easy reading and writing. As Rnn,lstm and its variants GRU used a certain memory mechanism. These memories are too small for the authors of memory networks, because the state, the ou

http://colah.github.io/posts/2015-08-Understanding-LSTMs/ http://www.csdn.net/article/2015-11-25/2826323 Cyclic neural networks (recurrent neural networks,rnns) have been successful and widely used in many natural language processing (Natural Language processing, NLP). However, there are few learning materials related to Rnns online, so this series is to introduce the principle of rnns and how to achieve i

Multi-hop wireless networks provide data access to large and unconventional hard-line areas, but because of the complexity of routing, suboptimal Path management, and delays caused by multi-hop relaying, they have long faced significant constraints on the amount of data they can transmit. Now researchers from North Carolina State State University have developed a more efficient way of transmitting data, called core-based power controls, which can sig

The purpose of reasonable protection of wireless access points is to isolate the wireless network from outsiders who are not authorized to use the service. It is often easier said than done. In terms of security, wireless networks are often more difficult to protect than fixed wired networks because of the limited number of fixed physical access points in the wired network and the use of wireless

The new generation of intelligent optical network as a future transmission network development direction has been recognized by the industry. As a Ciena company with a history of more than 10 years, there are many unique research results and leading technologies in this field. They have more mature ideas in the composition and technology of the new generation of intelligent optical networks. ——— Editor 1. Single-Machine integrated multiple SDH device

Original: https://medium.com/learning-new-stuff/how-to-learn-neural-networks-758b78f2736e#.ly5wpz44dThe second post in a series of me trying to learn something new over a short period of time. The first time consisted of learning how to does machine learning in a week.This time I ' ve tried to learn neural networks. While I didn ' t manage to does it within a week, due to various reasons, I did get a basic