Recent Advances in Neuromorphic Computing

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Jun Bai, Kang [VerfasserIn]

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Resource type: Ressourcentyp: Buch (Online)Buch (Online)Sprache: Englisch Reihen: Artificial Intelligence ; 35Verlag: [Erscheinungsort nicht ermittelbar] : IntechOpen : IntechOpen [Imprint], 2025Beschreibung: 1 Online-Ressource (1 electronic resource 182 p.)ISBN:

9780854662234
9780854662241
9780854662258

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Zusammenfassung: 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 humanityPPN: PPN: 1983977101Package identifier: Produktsigel: ZDB-94-OAB

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