Highly Reliable Synaptic Cell Array Based on Organic–Inorganic Hybrid Bilayer Stack toward Precise Offline Learning. (23rd June 2022)

• Record Type: Journal Article
• Authors: Cha, Jun-Hwe; Jang, Byung Chul; Oh, Jungyeop; Lee, Changhyeon; Yang, Sang Yoon; Park, Hamin; Im, Sung Gap; Choi, Sung-Yool
• Is Part Of: Advanced intelligent systems. Volume 4:Number 6(2022)
• Page Start: n/a
• Page End: n/a
• Publication Date: 2022-06-23
• Subjects: Artificial intelligence -- Periodicals; Robotics -- Periodicals; Control theory -- Periodicals; 006.3
• DOI: 10.1002/aisy.202270024
• Languages: English
• ISSNs: 2640-4567

Abstract

Abstract : Offline Learning In article number 2200018, Sung‐Yool Choi and co‐workers demonstrate an organic–inorganic hybrid bilayer stack for highly reliable synaptic cells toward precise offline learning. This study provides a practical approach to using ECM‐based memristors for inference‐only neural network accelerators through the guided formation of conductive filaments. The cover image shows that 5‐bit multilevel states are achieved with striking retention characteristics due to high conductance‐level stability.