3 papers
cs.ET2026
From sLLG to Fokker-Planck: Accurate WER Modeling for Non-Axisymmetric MRAM Devices
Fernando Garcia Redondo, Trisha Bhowmik, Maxwel Gama Monteiro +4
The Fokker--Planck (FP) equation is essential for predicting write error rates (WER) in STT and SOT-MRAM devices, but traditional 1D projections fail when symmetry is broken by in-…
cs.ET2026
DTCO of NOR-Type IGZO FeFETs for 3D Heterogeneous AI Memories: A Read-Centric Perspective
Yang Xiang, Zhuo Chen, Nicolò Ronchi +8
InGaZnO (IGZO)-channel FeFETs have attracted notable interest thanks to recent advances in endurance, opening up their application space for read-dominated AI memory tiers. This wo…
cs.ET2025
SOT-MRAM Bitcell Scaling with BEOL Read Selectors: A DTCO Study
Yang Xiang, Fernando GarcÃa-Redondo, Arvind Sharma +9
This work explores the cross-node scaling potential of SOT-MRAM for last-level caches (LLCs) under heterogeneous system scaling paradigm. We perform extensive Design-Technology Co-…