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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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Toc

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

Summary

Throughout this chapter, we highlighted the importance and potential of NSAI in various real-world applications. By combining the strengths of both neural networks and symbolic reasoning, NSAI can handle the complexity and uncertainty of real-world problems, providing valuable insights and accurate predictions. This chapter discussed using NSAI in the healthcare, education, and finance industries in separate applications.

This chapter showed how NSAI can help solve real-world problems. As AI continues to evolve, the use of NSAI will become increasingly important. The investigated applications show that NSAI is a powerful tool for solving complex problems and offers the added benefit of interpretability, which is essential for real-life applications. A common theme in these NSAI applications is that we obtain improved learning using fewer data points. Reusing the existing knowledge base also results in a more reliable and robust model. The different applications leverage...

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