DDR-MRAM: Double data rate magnetic RAM for efficient artificial intelligence and cache applications

A Amirany, K Jafari, MH Moaiyeri - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
To reduce the switching delay, area overhead, and power consumption in the magnetic
tunnel junction (MTJ)-based memories, this article presents a double data rate magnetic …

A survey of MRAM-centric computing: From near memory to in memory

Y Li, T Bai, X Xu, Y Zhang, B Wu, H Cai… - … on Emerging Topics …, 2022 - ieeexplore.ieee.org
Conventional von Neumann architecture suffers from bottlenecks in computing performance
and power consumption due to frequent data exchange between memory and processing …

ROCKY: A robust hybrid on-chip memory kit for the processors with STT-MRAM cache technology

M Talebi, A Salahvarzi, AMH Monazzah… - IEEE Transactions …, 2020 - ieeexplore.ieee.org
STT-MRAM is regarded as an extremely promising NVM technology for replacing SRAM-
based on-chip memories. While STT-MRAM memories benefit from ultra-low leakage power …

Toward Energy-efficient STT-MRAM-based Near Memory Computing Architecture for Embedded Systems

Y Li, X Wang, H Zhang, B Pan, K Qiu, W Kang… - ACM Transactions on …, 2024 - dl.acm.org
Convolutional Neural Networks (CNNs) have significantly impacted embedded system
applications across various domains. However, this exacerbates the real-time processing …

TVTAC: Triple Voltage Threshold Approximate Cache For Energy Harvesting Nonvolatile Processors

M Hosseininia, A Salahvarzi… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Energy harvesting is considered to be a substitute for batteries in many modern systems.
Systems based on energy harvesting receive environmental energies from sources such as …

WiSE: When Learning Assists Resolving STT-MRAM Efficiency Challenges

A Salahvarzi, M Khosroanjam… - … on Emerging Topics …, 2022 - ieeexplore.ieee.org
Spin Transfer Torque Magnetic RAM (STT-MRAM) is one of the most promising on-chip
technologies, which delivers high density, non-volatility, and near-zero leakage power …

Magnetic random-access memory-based approximate computing: An overview

Y Wang, K Zhang, B Wu, D Zhang… - IEEE Nanotechnology …, 2021 - ieeexplore.ieee.org
This article presents an overview of the recent developments in the magnetic random access
memory (MRAM) for approximate computing. The key technique of approximate computing …