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

• المؤلفون الرئيسيون: Ng, Sien, John, Rohit Abraham, Yang, Jing-ting, Mathews, Nripan
• مؤلفون آخرون: School of Materials Science and Engineering
• التنسيق: مقال
• اللغة: English
• منشور في: 2020
• الموضوعات: Engineering::Materials; Forming-less; Compliance-free
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/140531; https://doi.org/10.21979/N9/YWTJBM
• المؤسسة: 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...