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 applicat...
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| বিন্যাস: | Online |
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| ভাষা: | ইংরেজি |
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IntechOpen
2026
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| বিষয়গুলি: | |
| অনলাইন ব্যবহার করুন: | 2633-1403 |
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| _version_ | 1863740665433686016 |
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| collection | Directory of Open Access Books |
| description | 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. |
| format | Online |
| id | doab-20.500.12854ir-171748 |
| institution | Directory of Open Access Books |
| language | eng |
| publishDate | 2026 |
| publishDateRange | 2026 |
| publishDateSort | 2026 |
| publisher | IntechOpen |
| publisherStr | IntechOpen |
| record_format | ojs |
| spelling | doab-20.500.12854ir-1717482026-02-12T16:49:58Z Recent Advances in Neuromorphic Computing Jun Bai, Kang Yi, Yang Computers / Intelligence (AI) & Semantics thema EDItEUR::U Computing and Information Technology::UY Computer science::UYQ Artificial intelligence 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. 2026-02-12T16:49:51Z 2026-02-12T16:49:51Z 2025 book 2633-1403 9780854662234 9780854662241 9780854662258 https://directory.doabooks.org/handle/20.500.12854/171748 eng Artificial Intelligence image/jpeg n/a https://www.intechopen.com/books/1003822 https://intech-files.s3.amazonaws.com/a043Y000011YN0nQAG/0015726_Authors_Book%20%282025-07-10%2009%3A08%3A17%29.pdf IntechOpen IntechOpen 10.5772/intechopen.1003289 10.5772/intechopen.1003289 78a36484-2c0c-47cb-ad67-2b9f5cd4a8f6 9780854662234 9780854662241 9780854662258 IntechOpen 35 182 open access |
| spellingShingle | Computers / Intelligence (AI) & Semantics thema EDItEUR::U Computing and Information Technology::UY Computer science::UYQ Artificial intelligence Recent Advances in Neuromorphic Computing |
| title | Recent Advances in Neuromorphic Computing |
| title_full | Recent Advances in Neuromorphic Computing |
| title_fullStr | Recent Advances in Neuromorphic Computing |
| title_full_unstemmed | Recent Advances in Neuromorphic Computing |
| title_short | Recent Advances in Neuromorphic Computing |
| title_sort | recent advances in neuromorphic computing |
| topic | Computers / Intelligence (AI) & Semantics thema EDItEUR::U Computing and Information Technology::UY Computer science::UYQ Artificial intelligence |
| topic_facet | Computers / Intelligence (AI) & Semantics thema EDItEUR::U Computing and Information Technology::UY Computer science::UYQ Artificial intelligence |
| url | 2633-1403 |