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

· Artificial Intelligence 2권 · One Billion Knowledgeable
eBook
145
페이지
적용 가능
검증되지 않은 평점과 리뷰입니다.  자세히 알아보기

eBook 정보

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.

이 eBook 평가

의견을 알려주세요.

읽기 정보

스마트폰 및 태블릿
AndroidiPad/iPhoneGoogle Play 북 앱을 설치하세요. 계정과 자동으로 동기화되어 어디서나 온라인 또는 오프라인으로 책을 읽을 수 있습니다.
노트북 및 컴퓨터
컴퓨터의 웹브라우저를 사용하여 Google Play에서 구매한 오디오북을 들을 수 있습니다.
eReader 및 기타 기기
Kobo eReader 등의 eBook 리더기에서 읽으려면 파일을 다운로드하여 기기로 전송해야 합니다. 지원되는 eBook 리더기로 파일을 전송하려면 고객센터에서 자세한 안내를 따르세요.

시리즈 계속

Fouad Sabry 작가의 책 더보기

비슷한 eBook