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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Bibliographic Details

Published in:	IEEE Access
Main Authors:	Thi-Nhan Pham, Quang-Kien Trinh, Thanh-Dat Nguyen, Ik-Joon Chang
Format:	Article
Language:	English
Published:	IEEE 2025-01-01
Subjects:	Hyper-dimensional computing hamming distance in-memory computing STT-MRAM time-domain
Online Access:	https://ieeexplore.ieee.org/document/10977794/