Challenges hindering memristive neuromorphic hardware from going mainstream.
Where this comes from
- Record sourced from PubMed, PMID 30531798.
- Also identified by DOI 10.1038/s41467-018-07565-4 and PMC identifier 6288140.
- Licence recorded as CC BY.
- The licence permits redistribution, so the abstract is shown in full and the full text is available from the publisher.
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.