StrideHD: A Binary Hyperdimensional Computing System Utilizing Window Striding for Image Classification

Hyper-Dimensional (HD) computing is a brain-inspired learning approach for efficient and fast learning on today’s embedded devices. HDC first encodes all data points to high-dimensional vectors called hypervectors and then efficiently performs the classification task using a well-defined...

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Bibliographic Details
Main Authors: Dehua Liang, Jun Shiomi, Noriyuki Miura, Hiromitsu Awano
Format: Article
Language:English
Published: IEEE 2024-01-01
Series:IEEE Open Journal of Circuits and Systems
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Online Access:https://ieeexplore.ieee.org/document/10530353/
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