Hardware Acceleration of Stochastic Neural Networks Enabled by Bit‐Cell Level Co‐Design of Magnetic Tunnel Junctions [PDF]
An MTJ‐based probabilistic processing‐in‐memory architecture unites nonvolatile storage, local entropy generation, and stochastic computation within each memory cell. Stored multi‐bit weights are converted directly into programmable stochastic bitstreams, enabling neural‐network inference, adaptive Ising optimization, and uncertainty‐aware Bayesian ...
Qiuyuan Wang +6 more
wiley +2 more sources
Magnetoelectric Multiferroics for the Next‐Generation Ultralow‐Power Electronics [PDF]
Magnetoelectric coupling provides a unifying route from electric‐field control of magnetic order to non‐volatile MeRAM, MESO logic, and emerging antiferromagnetic and magnonic devices. By connecting switching physics with device benchmarks, material platforms, and integration strategies, distinctive technological opportunities are identified alongside ...
Yang Liu +13 more
wiley +2 more sources
MRAM: A Versatile Non-Volatile Memory for Next-Generation Computing [PDF]
Magnetoresistive random-access memory (MRAM), as a promising non-volatile memory technology, has attracted extensive research interest owing to its unique combination of high operating speed, exceptional endurance, low standby power consumption, and CMOS
Zhihan Wang, Haiwen Li, Sheng Jiang
doaj +2 more sources
Research on Open Magnetic Shielding Packaging for STT and SOT-MRAM [PDF]
As an emerging type of non-volatile memory, magneto-resistive random access memory (MRAM) stands out for its exceptional reliability and rapid read–write speeds, thereby garnering considerable attention within the industry.
Haibo Ye +8 more
doaj +2 more sources
TPCSA-MRAM: Ternary Precharge Sense Amplifier-Based MRAM
The emerging multi-value logic technology in memory systems has increased data storage capacity and power efficiency. In this paper, to address the power consumption challenge of ternary memory, a ternary precharge sense amplifier (TPCSA)-based magnetic ...
Mohammad Mahdi Mazaheri +2 more
doaj +3 more sources
A scalable neural network emulator with MRAM-based mixed-signal circuits [PDF]
In this study, we present a mixed-signal framework that utilizes MRAM (Magneto-resistive Random Access Memory) technology to emulate behaviors observed in biological neural networks on silicon substrates.
Jua Lee +11 more
doaj +2 more sources
MODELING OF MTJ AND ITS VALIDATION USING NANOSCALE MRAM BITCELL [PDF]
Magnetic Tunnel Junction (MTJ) is a promising candidate for nonvolatile and low power memory design. MTJ is basic building block of STT-MRAM bitcell.
CHANDRAMAULESHWAR ROY +2 more
doaj +2 more sources
Security Evaluation of a Hybrid CMOS/MRAM Ascon Hardware Implementation
International audienceAs the number of IoT objects is growing fast, power consumption and security become a major concern in the design of integrated circuits.
Dutertre, Jean-Max +3 more
core +1 more source
DSH-MRAM: Differential Spin Hall MRAM for On-Chip Memories [PDF]
A new device structure for spin transfer torque based magnetic random access memory is proposed for on-chip memory applications. Our device structure exploits spin Hall effect to create a differential memory cell that exhibits fast and energy-efficient write operation.
Kim, Yusung +2 more
openaire +2 more sources
Multi-Port 1R1W Transpose Magnetic Random Access Memory by Hierarchical Bit-Line Switching
Emerging Magnetic Random-Access Memory (MRAM) has shown a great potential to replace Static-RAM (SRAM) and Dynamic-RAM (DRAM) in the working memories including Cache and main memory. MRAM benefits from its high-density, fast speed, low standby power, and
Liang Chang +3 more
doaj +1 more source

