Achieving software-equivalent accuracy for hyperdimensional computing with ferroelectric-based in-memory computing

Achieving software-equivalent accuracy for hyperdimensional computing with ferroelectric-based in-memory computing

Abstract Hyperdimensional computing (HDC) is a brain-inspired computational framework that relies on long hypervectors (HVs) for learning. In HDC, computational operations consist of simple manipulations of hypervectors and can be incredibly memory-intensive. In-memory computing (IMC) can greatly im...

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Bibliographic Details
Main Authors: Arman Kazemi, Franz Müller, Mohammad Mehdi Sharifi, Hamza Errahmouni, Gerald Gerlach, Thomas Kämpfe, Mohsen Imani, Xiaobo Sharon Hu, Michael Niemier
Format: Article
Language:English
Published: Nature Portfolio 2022-11-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-022-23116-w

Internet

https://doi.org/10.1038/s41598-022-23116-w

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