Quantum Computational AI: Algorithms, Systems, and Applications is an emerging field that bridges quantum computing and artificial intelligence. With rapid advancements in both areas, this book serves as a vital resource, capturing the latest theories, algorithms, and practical applications at their intersection. It aims to be both informative and accessible, making it perfect for academics, researchers, industry professionals, and students eager to lead in these technologies. The book explores quantum algorithms, system design, and demonstrates real-world applications across various sectors. It provides a comprehensive understanding of how quantum principles can advance AI, revealing unprecedented possibilities and benefits.
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PART 1 Algorithms
1. Quantum reinforcement learning
2. Exploring quantum federated learning
3. Temporal-spatial quantum graph convolutional neural
network
4. Quantum unsupervised machine learning
PART 2 Systems
5. Distributed learning with quantum-classical collaborative
management
6. Hybrid quantum-classical reinforcement learning for
scheduling systems
7. Efficient full-state simulation for quantum AI systems
8. Machine learning in bosonic quantum systems
PART 3 Applications
9. Quantum support vector machine for power quality analysis
10. Quantum computing for automotive applications
11. Quantum-enhanced decision-making in ACT-R
12. Quantum federated learning for speech emotion
recognition
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Provides a well-structured, comprehensive resource that consolidates key concepts from quantum computing and AI
Consolidates key concepts of quantum computing and AI into one accessible resource, bridging the existing knowledge gap
Provides the latest insights and developments in Quantum Computational AI, offering readers up-to-date information
Offers practical guidance on applying quantum principles in AI across various real-world sectors, bridging theory and practice
Aids in skill development for designing, analyzing, and implementing quantum algorithms and systems in AI applications
Stimulates innovative thinking by providing a thorough understanding of the interdisciplinary field of Quantum Computational AI
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Produktdetaljer
ISBN
9780443302596
Publisert
2025-09-29
Utgiver
Elsevier Science & Technology
Vekt
630 gr
Høyde
235 mm
Bredde
191 mm
Aldersnivå
P, 06
Språk
Product language
Engelsk
Format
Product format
Heftet
Antall sider
304