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Neuro-symbolic AI : design transparent and trustworthy systems that understand the world as you do /
Neuro-symbolic AI offers the potential to create intelligent systems that possess both the reasoning capabilities of symbolic AI along with the learning capabilities of neural networks. This book provides an overview of AI and its inner mechanics, covering both symbolic and neural network approaches...
| Clasificación: | Libro Electrónico |
|---|---|
| Autores principales: | , |
| Formato: | Electrónico eBook |
| Idioma: | Inglés |
| Publicado: |
Birmingham, UK :
Packt Publishing Ltd.,
2023.
|
| Edición: | 1st edition. |
| Temas: | |
| Acceso en línea: | Texto completo (Requiere registro previo con correo institucional) |
MARC
| LEADER | 00000cam a22000007i 4500 | ||
|---|---|---|---|
| 001 | OR_on1381254958 | ||
| 003 | OCoLC | ||
| 005 | 20231017213018.0 | ||
| 006 | m o d | ||
| 007 | cr cnu|||unuuu | ||
| 008 | 230606s2023 enka ob 001 0 eng d | ||
| 040 | |a ORMDA |b eng |e rda |e pn |c ORMDA |d EBLCP |d UKAHL |d OCLCF |d OCLCQ |d OCLCO | ||
| 020 | |z 9781804617625 | ||
| 035 | |a (OCoLC)1381254958 | ||
| 037 | |a 9781804617625 |b O'Reilly Media | ||
| 050 | 4 | |a Q335 | |
| 082 | 0 | 4 | |a 006.3 |2 23/eng/20230606 |
| 049 | |a UAMI | ||
| 100 | 1 | |a Dingli, Alexiei, |e author. | |
| 245 | 1 | 0 | |a Neuro-symbolic AI : |b design transparent and trustworthy systems that understand the world as you do / |c Alexiei Dingli, David Farrugia. |
| 246 | 3 | 0 | |a Neuro-symbolic artificial intelligence |
| 250 | |a 1st edition. | ||
| 264 | 1 | |a Birmingham, UK : |b Packt Publishing Ltd., |c 2023. | |
| 300 | |a 1 online resource (196 pages) : |b illustrations | ||
| 336 | |a text |b txt |2 rdacontent | ||
| 337 | |a computer |b c |2 rdamedia | ||
| 338 | |a online resource |b cr |2 rdacarrier | ||
| 504 | |a Includes bibliographical references and index. | ||
| 520 | |a Neuro-symbolic AI offers the potential to create intelligent systems that possess both the reasoning capabilities of symbolic AI along with the learning capabilities of neural networks. This book provides an overview of AI and its inner mechanics, covering both symbolic and neural network approaches. You'll begin by exploring the decline of symbolic AI and the recent neural network revolution, as well as their limitations. The book then delves into the importance of building trustworthy and transparent AI solutions using explainable AI techniques. As you advance, you'll explore the emerging field of neuro-symbolic AI, which combines symbolic AI and modern neural networks to improve performance and transparency. You'll also learn how to get started with neuro-symbolic AI using Python with the help of practical examples. In addition, the book covers the most promising technologies in the field, providing insights into the future of AI. Upon completing this book, you will acquire a profound comprehension of neuro-symbolic AI and its practical implications. Additionally, you will cultivate the essential abilities to conceptualize, design, and execute neuro-symbolic AI solutions. | ||
| 590 | |a O'Reilly |b O'Reilly Online Learning: Academic/Public Library Edition | ||
| 650 | 0 | |a Artificial intelligence. | |
| 650 | 0 | |a Neural networks (Computer science) | |
| 650 | 0 | |a Brain-computer interfaces. | |
| 650 | 6 | |a Intelligence artificielle. | |
| 650 | 6 | |a Réseaux neuronaux (Informatique) | |
| 650 | 6 | |a Interfaces cerveau-ordinateur. | |
| 650 | 7 | |a artificial intelligence. |2 aat | |
| 650 | 7 | |a Artificial intelligence |2 fast | |
| 650 | 7 | |a Brain-computer interfaces |2 fast | |
| 650 | 7 | |a Neural networks (Computer science) |2 fast | |
| 700 | 1 | |a Farrugia, David, |e author. | |
| 856 | 4 | 0 | |u https://learning.oreilly.com/library/view/~/9781804617625/?ar |z Texto completo (Requiere registro previo con correo institucional) |
| 938 | |a Askews and Holts Library Services |b ASKH |n AH41500145 | ||
| 938 | |a ProQuest Ebook Central |b EBLB |n EBL30587206 | ||
| 994 | |a 92 |b IZTAP | ||