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books
| book details |
Neuro-Symbolic AI: Integrating Neural Networks and Symbolic Reasoning
Edited by Sarika Jain, Edited by Houbing Herbert Song, Edited by Sonika Malik, Edited by Pascal Hitzler
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| on special |
normal price: R 5 852.95
Price: R 5 560.95
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| book description |
Neuro-Symbolic AI: Integrating Neural Networks and Symbolic Reasoning explores the convergence of two historically distinct paradigms in artificial intelligence—data-driven neural networks and logic-based symbolic reasoning. This book presents a comprehensive roadmap of this emerging hybrid discipline, offering deep theoretical insights, practical methodologies, and transformative applications across diverse research sectors, including healthcare, finance, engineering, and autonomous systems. It is structured into four parts—Foundational Principles, Hybrid Models and Techniques, Real-World Applications, and Emerging Challenges, bringing together cutting-edge research and expert perspectives to highlight how Neuro-Symbolic AI enhances interpretability, reasoning capabilities, and trust in intelligent systems. While neural networks have achieved remarkable success in perception and pattern recognition tasks, they often lack the reasoning, transparency, and generalizability that symbolic systems excel at. Conversely, symbolic AI lacks the flexibility and scalability of deep learning. This handbook directly addresses these challenges by providing a structured approach to Neuro-symbolic AI, presenting rigorous theoretical foundations, state-of-the-art hybrid techniques (e.g., knowledge graphs, compositionality, category theory), and diverse real-world applications. This book consolidates research insights, methodological innovations, and practical use cases into a single, accessible volume.
| product details |
Normally shipped |
Publisher | Elsevier Science & Technology
Published date | 1 Oct 2026
Language |
Format | Paperback / softback
Pages | 300
Dimensions | 235 x 191 x 0mm (L x W x H)
Weight | 450g
ISBN | 978-0-4434-5432-5
Readership Age |
BISAC | computers / neural networks
| other options |
Normally shipped |
Readership Age |
Normal Price | R 6 778.95
Price | R 6 440.95
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