Robust high-dimensional memory-augmented neural networks

The implementation of memory-augmented neural networks using conventional computer architectures is challenging due to a large number of read and write operations. Here, Karunaratne, Schmuck et al. propose an architecture that enables analog in-memory computing on high-dimensional vectors at accurac...

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Bibliographic Details
Main Authors: Geethan Karunaratne, Manuel Schmuck, Manuel Le Gallo, Giovanni Cherubini, Luca Benini, Abu Sebastian, Abbas Rahimi
Format: article
Language:EN
Published: Nature Portfolio 2021
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Online Access:https://doaj.org/article/b553751b28d34003af781f5a72f0719a
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