journal article·2024-10

Reconfigurable Resistive Switching Memory for Telegraph Code Sensing and Recognizing Reservoir Computing Systems (Small 40/2024)

Dohyung Kim, Phuoc Loc Truong, Cheong Beom Lee, Hyeonsu Bang, Jia Choi, Seokhyun Ham, Jong Hwan Ko, Kyeounghak Kim, Daeho Lee, Hui Joon Park

Small· Volume 20· Issue 40
Publisher page

Abstract

Reservoir Computing Systems Reconfigurable and flexible resistive switching memory with 3D ion transport channels, fabricated by photo-thermochemical process, is demonstrated. Based on its superior reconfigurability, a reservoir computing system for real-time recognition on neural firing-based Morse codes is implemented and achieves high recognition rate over 98%. More In article number 2402961, Daeho Lee, Hui Joon Park, and co-workers.
Source: openalex_inverted_index · Quality: baseline

Research context

OpenAlex topics: Neural Networks and Reservoir Computing · Advanced Memory and Neural Computing · Ferroelectric and Negative Capacitance Devices

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Affiliations

Department of Organic and Nano Engineering Hanyang University Seoul 04763 South Korea

Human‐Tech Convergence Program Hanyang University Seoul 04763 South Korea

Department of Mechanical Engineering Gachon University Gyeonggi 13120 South Korea

Department of Chemical Engineering Hanyang University Seoul 04763 South Korea

Department of Electrical and Computer Engineering Sungkyunkwan University Suwon 16419 South Korea

College of Information and Communication Engineering Sungkyunkwan University Suwon 16419 South Korea

Department of Semiconductor Engineering Hanyang University Seoul 04763 South Korea

References

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