Feedforward Neural Networks - Fundamentals and Applications for The Architecture of Thinking Machines and Neural Webs

Fouad Sabry

Beschreibung

What Is Feedforward Neural Networks

A feedforward neural network, often known as a FNN, is a type of artificial neural network that does not have connections that form a cycle between its nodes. Therefore, it is distinct from its offspring, which are known as recurrent neural networks.

How You Will Benefit

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

Chapter 1: Feedforward neural network

Chapter 2: Artificial neural network

Chapter 3: Perceptron

Chapter 4: Artificial neuron

Chapter 5: Multilayer perceptron

Chapter 6: Delta rule

Chapter 7: Backpropagation

Chapter 8: Types of artificial neural networks

Chapter 9: Learning rule

Chapter 10: Mathematics of artificial neural networks

(II) Answering the public top questions about feedforward neural networks.

(III) Real world examples for the usage of feedforward neural networks 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 feedforward neural networks.

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.

Verfügbar seit: 24.06.2023.

Drucklänge: 130 Seiten.

Wissenschaft & Technologie

Weitere Bücher, die Sie mögen werden

Arthritis hypnosis - meditation...

Stuart Newman

Arthritis hypnosis - meditation for joint pain relief - DST Hypno with Stu Newman is an incredible resource to help you manage the symptoms of arthritis.  
Not only does this program provide a comprehensive guide on how to use hypnosis and meditation techniques to relieve joint pain, but it also offers a wealth of information about the condition itself.  
With guided visualizations and relaxation exercises, this program can help you reduce your discomfort levels quickly and effectively so that you can get back to enjoying life again.  
Stu Newman has created an invaluable tool for anyone suffering from arthritis-related issues.  
Try Arthritis Hypnosis – Meditation for Joint Pain Relief – DST Hypno with Stu Newman today!

Zum Buch

Born of Ice and Fire - How...

Graham Shields

An exploration of how the Cryogenian Period, when our planet was covered in ice for millions of years, created today's remarkable biodiversity 
 
 
  
More than half a billion years ago, our world was completely covered by glaciers, a "Snowball Earth" that persisted for millions of years. Incredibly, this unimaginable cold led to the remarkable diversification of life on earth known as the Cambrian explosion. With a geologist's eye and a knack for storytelling, Graham Shields explores when and how such inhospitable conditions enabled animals to evolve, radiate, and diversify into our earliest ancestors. 
 
 
  
This journey navigates the wild swings between hot and cold climates, oxygenation and asphyxiation, biological radiations and extinctions, asking how such instability relates to grander forces that brought our planet to its modern state. Shields guides listeners through evidence found in the Australian outback, Mongolia, Scotland, and other locales, revealing how geologists can trace glaciation, the atmosphere, oceans, mountain building, and more through the earth's rocks, providing a comprehensive theory of how life evolved and diversified.

Zum Buch

Mastering PostgreSQL for Data...

Jaques Fozao

Design, Optimize, and Scale PostgreSQL for Modern Data Pipelines.
Book Description
PostgreSQL is a leading open-source database, essential for modern data engineering tasks. Mastering PostgreSQL for Data Engineering and Cloud Deployment is your complete guide to unlocking PostgreSQL’s full potential in data-centric environments.
Starting with installation and configuration, the book moves through foundational SQL, complex queries, and schema design. You will then deep dive into backup and restore, replication, high availability, and performance tuning strategies necessary for large-scale data workflows. The final chapters guide you through integrating PostgreSQL with AWS cloud services like RDS, EC2, and S3, enabling cloud-native data operations and migrations.
Packed with real-world use cases, this book helps data engineers streamline operations, optimize queries, and build resilient, high-performance database systems.
Hence, whether you are designing pipelines or managing production workloads, this is your roadmap to PostgreSQL mastery.
Table of Contents
1. Introduction to PostgreSQL
2. Installing and Initializing PostgreSQL
3. Subsets of SQL
4. Understanding the Database
5. PostgreSQL Configurations and File Permissions
6. Backup and Restore
7. Replication and High Availability
8. Upgrade
9. Performance Tuning
10. Functions in PostgreSQL
11. Demystifying Table Joints, Subqueries, CTE, and Views
12. Cloud Computing (AWS)
13. IAM Users and AWS Migration       

Index

Zum Buch

Environmental Destruction - The...

Marcus Klein

This book contains two titles, which are: 
· Deforestation: Forests are among the Earth’s most precious resources, spanning vast landscapes and serving as critical lifelines for countless species, including humanity. Their towering trees and dense undergrowth form a complex ecosystem that sustains biodiversity, provides essential resources, and regulates the natural processes that make life possible. Yet, beneath this quiet resilience, forests face an ongoing crisis. The relentless clearing of these vital ecosystems, known as deforestation, has become one of the greatest threats to our planet’s delicate balance.  
· Pollution: Pollution is a pervasive and urgent global issue that affects every corner of the planet, from the air we breathe to the water we drink and the land we depend on for survival. Over the past century, the rapid pace of industrialization, urbanization, and population growth has contributed significantly to environmental degradation. What was once seen as the price of progress has now become a formidable challenge that threatens the health of humans, animals, and ecosystems alike.

Zum Buch

Life Between the Tides

Adam Nicolson

Inside each rockpool, tucked into one of the infinite crevices of the tidal coastline, lies a rippling, silent, unknowable universe. Below the stillness of the surface course different currents of endless motion—the ebb and flow of the tide, the steady forward propulsion of the passage of time, and the tiny lifetimes of its creatures, all of which coalesce into the grand narrative of evolution. 
 
 
 
In Life Between the Tides, Adam Nicolson investigates one of the most revelatory habitats on earth. Under his microscope, we see a prawn's head become a medieval helmet and a group of "winkles" transform a Dickensian social scene, with mollusks munching on Stilton and glancing at their pocket watches. Or, rather, is a winkle more like Achilles, an ancient hero, throwing himself toward death for the sake of glory? For Nicolson, the world of the rockpools is infinite and as intricate as our own. 
 
 
 
As Nicolson journeys between the tides, both in the pools he builds along the coast of Scotland and through the timeline of scientific discovery, he is accompanied by great thinkers. We meet Virginia Woolf and her Waves; a young T. S. Eliot peering into his own rockpool in Massachusetts. And, of course, scientists populate the pages; not only their discoveries, but also their doubts and errors, their moments of quiet observation and their realizations.

Zum Buch

How to Become a Nursing...

Brian Mahoney

End Money Worries! 
How to Become a Nursing Assistant Career Professional Development Planning Audio Book 
With Job Interview Preparation & Coaching Guide for Men, Women, Teens & Young Adults 
by Brian Mahoney 
       Discover... 
* What a Nursing Assistant does 
     * How to Become a Nursing Assistant 
      * What is the salary of a Nursing Assistant 
         * What is the Nursing Assistant Work Environment like 
             * What is the future Job outlook for a Nursing Assistant 
         * how long does it take to become a Nursing Assistant 
      * How to Prepare for Your Job Interview 
   * Tips the pros use to Ace their Job Interview 
* You'll be confident with the best answers for the toughest job interview questions 
The knowledge and ability to change your life all for less than the cost of 1 movie ticket! 
 If you are ready to get started & want the knowledge, help & motivation to change your life now!... 
Then this Book is for you!!! 
                     So Don't wait. You'll wait your life away...

Zum Buch