Restricted Boltzmann Machine: Fundamentals and Applications for Unlocking the Hidden Layers of Artificial Intelligence

· Artificial Intelligence 第 2 本图书 · One Billion Knowledgeable
电子书
145
符合条件
评分和评价未经验证  了解详情

关于此电子书

What Is Restricted Boltzmann Machine

A restricted Boltzmann machine, often known as an RBM, is an example of an artificial neural network that is stochastic and generative and has the ability to develop a probability distribution over its own set of inputs.


How You Will Benefit


(I) Insights, and validations about the following topics:


Chapter 1: Restricted Boltzmann Machine


Chapter 2: Boltzmann Distribution


Chapter 3: Entropy (Information Theory)


Chapter 4: Unsupervised Learning


Chapter 5: Mutual Information


Chapter 6: Boltzmann Machine


Chapter 7: Cross Entropy


Chapter 8: Softmax Function


Chapter 9: Autoencoder


Chapter 10: Deep Belief Network


(II) Answering the public top questions about restricted boltzmann machine.


(III) Real world examples for the usage of restricted boltzmann machine in many fields.


Who This Book Is For


Professionals, undergraduate and graduate students, enthusiasts, hobbyists, and those who want to go beyond basic knowledge or information for any kind of restricted boltzmann machine.


What Is Artificial Intelligence Series


The Artificial Intelligence eBook series provides comprehensive coverage in over 200 topics. Each ebook covers a specific Artificial Intelligence topic in depth, written by experts in the field. The series aims to give readers a thorough understanding of the concepts, techniques, history and applications of artificial intelligence. Topics covered include machine learning, deep learning, neural networks, computer vision, natural language processing, robotics, ethics and more. The ebooks are written for professionals, students, and anyone interested in learning about the latest developments in this rapidly advancing field.
The Artificial Intelligence eBook series provides an in-depth yet accessible exploration, from the fundamental concepts to the state-of-the-art research. With over 200 volumes, readers gain a thorough grounding in all aspects of Artificial Intelligence. The ebooks are designed to build knowledge systematically, with later volumes building on the foundations laid by earlier ones. This comprehensive series is an indispensable resource for anyone seeking to develop expertise in artificial intelligence.

为此电子书评分

欢迎向我们提供反馈意见。

如何阅读

智能手机和平板电脑
只要安装 AndroidiPad/iPhone 版的 Google Play 图书应用,不仅应用内容会自动与您的账号同步,还能让您随时随地在线或离线阅览图书。
笔记本电脑和台式机
您可以使用计算机的网络浏览器聆听您在 Google Play 购买的有声读物。
电子阅读器和其他设备
如果要在 Kobo 电子阅读器等电子墨水屏设备上阅读,您需要下载一个文件,并将其传输到相应设备上。若要将文件传输到受支持的电子阅读器上,请按帮助中心内的详细说明操作。

继续浏览系列丛书

Fouad Sabry的更多图书

类似电子书