Neural-Symbolic AI: The Future of Explainable and Efficient AI - Softcover

Inhaltsangabe

Discover Neural-Symbolic AI, a revolutionary approach combining deep learning and symbolic reasoning for more explainable, efficient, and intelligent AI systems. Learn about hybrid AI models, their advantages, real-world applications, and how they shape the future of artificial intelligence.

Neural-Symbolic AI is a hybrid AI system that integrates the pattern recognition of neural networks with the logical reasoning of symbolic AI. This combination enables:

• Explainability – Improved AI transparency and interpretability
• Efficiency – Faster learning with less data
• Reasoning & Generalization – Ability to infer and apply logic beyond training data

As AI evolves, companies and researchers seek trustworthy and interpretable AI solutions. Neural-Symbolic AI bridges the gap between black-box models and human-like reasoning, making it ideal for:

✅ Healthcare – AI-driven medical diagnosis with logical reasoning
✅ Finance – Fraud detection using deep learning + rule-based logic
✅ Autonomous Systems – Better decision-making in robotics and self-driving cars

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