Neuro-Symbolic Artificial Intelligence - Concepts and Applications

Neuro-Symbolic Artificial Intelligence: Concepts and Applications

https://WebToolTip.com
English | 2026 | ISBN: 1394355572 | 373 Pages | PDF | 33 MB
The field of artificial intelligence has witnessed rapid advancements in recent years, driven primarily by deep learning and data-centric approaches. Despite their impressive performance, purely neural methods often lack interpretability, logical reasoning capabilities, and the ability to generalize beyond training data. In contrast, symbolic AI, rooted in formal logic and structured representations, offers transparency and reasoning strength, but struggles with adaptability and learning from raw data. In response to these challenges, neuro-symbolic AI has emerged as a compelling paradigm that unifies the strengths of both approaches. This book is a comprehensive exploration
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