Forming-less compliance-free multistate memristors as synaptic connections for brain-inspired computing

• Main Authors: Ng, Sien, John, Rohit Abraham, Yang, Jing-ting, Mathews, Nripan
• Other Authors: School of Materials Science and Engineering
• Format: Article
• Language: English
• Published: 2020
• Subjects: Engineering::Materials; Forming-less; Compliance-free
• Online Access: https://hdl.handle.net/10356/140531; https://doi.org/10.21979/N9/YWTJBM
• Institution: Nanyang Technological University

Hardware realization of artificial neural networks (ANNs) requires analogue weights to be encoded into the device conductances via blind update and access operations, leveraging Kirchhoff’s circuit laws. However, most memristive solutions lag behind in this aspect due to numerous device nonidealitie...