STT-HDC: An Efficient Time-Domain In-Memory Hyper-Dimensional Computing Design Based on STT-MRAM

This paper presents an efficient in-memory hyperdimensional computing (HDC) design based on spin transfer-torque magnetoresistive RAM (STT-MRAM), named STT-HDC. A novel time-domain sense amplifier circuit is proposed that significantly simplifies Hamming distance computation of HDC models while dram...

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出版年:	IEEE Access
主要な著者:	Thi-Nhan Pham, Quang-Kien Trinh, Thanh-Dat Nguyen, Ik-Joon Chang
フォーマット:	論文
言語:	英語
出版事項:	IEEE 2025-01-01
主題:	Hyper-dimensional computing hamming distance in-memory computing STT-MRAM time-domain
オンライン･アクセス:	https://ieeexplore.ieee.org/document/10977794/