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Neuro-Symbolic AI

You're reading from   Neuro-Symbolic AI Design transparent and trustworthy systems that understand the world as you do

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Product type Paperback
Published in May 2023
Publisher Packt
ISBN-13 9781804617625
Length 196 pages
Edition 1st Edition
Concepts
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Authors (2):
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Alexiei Dingli Alexiei Dingli
Author Profile Icon Alexiei Dingli
Alexiei Dingli
David Farrugia David Farrugia
Author Profile Icon David Farrugia
David Farrugia
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Table of Contents (12) Chapters Close

Preface 1. Chapter 1: The Evolution and Pitfalls of AI 2. Chapter 2: The Rise and Fall of Symbolic AI FREE CHAPTER 3. Chapter 3: The Neural Networks Revolution 4. Chapter 4: The Need for Explainable AI 5. Chapter 5: Introducing Neuro-Symbolic AI – the Next Level of AI 6. Chapter 6: A Marriage of Neurons and Symbols – Opportunities and Obstacles 7. Chapter 7: Applications of Neuro-Symbolic AI 8. Chapter 8: Neuro-Symbolic Programming in Python 9. Chapter 9: The Future of AI 10. Index 11. Other Books You May Enjoy

The Neural Networks Revolution

People have been fascinated with the inner workings of the brain for thousands of years. The first records can be traced back to a 1700 BC Egyptian papyrus, which reports the medical information of a person with a severe head injury. In Ancient Greece, Alcmaeon concluded that the brain is the organ that rules the body rather than the heart (as people thought back then) and that it also serves as the store for memories and thoughts. Furthermore, he also linked the eyes to vision processing inside the brain. Herophilus and Erasistratus of Alexandria even went a step further by distinguishing between the different components of the brain. During the Roman Empire, the Greek philosopher Galen started associating functions with the different brain parts and theorized about the function of the spinal cord. Around 1000 AD, Al-Zahrwai, the father of modern surgery, delved deeper into the inner workings of the brain. He evaluated neurological patients and treated...

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