A scalable neural network emulator with MRAM-based mixed-signal circuits

A scalable neural network emulator with MRAM-based mixed-signal circuits

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. While modern technology increasingly draws inspiration from biological neural networks, fully u...

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Bibliographic Details
Main Authors: Jua Lee, Jiho Song, Hyeon Seong Im, Jonghwi Kim, Woonjae Lee, Wooseok Yi, Soonwan Kwon, Byungsu Jung, Joohyoung Kim, Yoonmyung Lee, Jung-Hoon Chun
Format: Article
Language:English
Published: Frontiers Media S.A. 2025-06-01
Series:Frontiers in Neuroscience
Subjects:
analog neural network
biological neural network
refractory period
lateral inhibition
inhibitory post synaptic potential
Online Access:https://www.frontiersin.org/articles/10.3389/fnins.2025.1599144/full
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