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portada Recent Advances in Neuromorphic Computing
Type
Physical Book
Publisher
Author
Language
English
Pages
182
Format
Hardcover
Dimensions
25.4x17.8x1.1 cm
ISBN13
9780854662241

Recent Advances in Neuromorphic Computing

Engelbrecht, Andries; (Cindy) Yi, Yang; Bai, Kang Jun (Author) · Intechopen · Hardcover

Recent Advances in Neuromorphic Computing - Engelbrecht, Andries; (Cindy) Yi, Yang; Bai, Kang Jun

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Synopsis "Recent Advances in Neuromorphic Computing"

Artificial Intelligence (AI) is a transformative technology that reshapes our daily lives. Machine Learning (ML), the engine of such a revolution, empowers computers to learn from data, driving innovation in areas such as medicine, robotics, and smart cities through edge applications. These applications bring AI processing closer to the data source, enabling real-time insights and decisions. This evolution is fueled by advancements in hardware and architecture: (1) neuromorphic computing promises unparalleled efficiency; (2) in-memory computing eliminates data access bottlenecks, while emerging memory materials offer denser, faster, and more energy-efficient storage. Looking ahead, AI promises even more profound changes. For instance, explainable AI will make decision-making more transparent, and truly autonomous systems will adapt to unforeseen circumstances. Last but not least, the convergence of AI with quantum computing could unlock entirely new possibilities. This journey showcases a deep understanding of both the theoretical foundations and practical applications of AI. It also demands careful consideration of ethical implications and a commitment to responsible development, ensuring that AI benefits all of humanity.

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