Challenges hindering memristive neuromorphic hardware from going mainstream

Gina C. Adam, Ali Khiat, Themis Prodromakis*

*Corresponding author for this work

Research output: Contribution to journalComment/debatepeer-review

Abstract

Memristive devices have elicited intense research in the past decade thanks to their inherent low voltage operation, multi-bit storage and cost-effective manufacturability. Nonetheless, several outstanding performance and manufacturability challenges have prevented the widespread industry adoption of redox-based memristive matrices. Here, we discuss these challenges in terms of key metrics and propose a roadmap towards realizing competitive memristive-based neuromorphic processing systems.

Original languageEnglish
Article number5267
JournalNature Communications
Volume9
Issue number1
DOIs
Publication statusPublished - 10 Dec 2018

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