2Memristor‐1Capacitor Integrated Temporal Kernel for High‐Dimensional Data Mapping

Compact but precise feature‐extracting ability is core to processing complex computational tasks in neuromorphic hardware. Physical reservoir computing (RC) offers a robust framework to map temporal data into a high‐dimensional space using the time dynamics of a material system, such as a volatile m...

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Veröffentlicht in:	Small (Weinheim an der Bergstrasse, Germany) Germany), 2024-06, Vol.20 (25), p.e2306585-n/a
Hauptverfasser:	Shim, Sung Keun, Jang, Yoon Ho, Han, Janguk, Jeon, Jeong Woo, Shin, Dong Hoon, Kim, Yeong Rok, Han, Joon‐Kyu, Woo, Kyung Seok, Lee, Soo Hyung, Cheong, Sunwoo, Kim, Jaehyun, Seo, Haengha, Shin, Jonghoon, Hwang, Cheol Seong
Format:	Artikel
Sprache:	eng
Schlagworte:	Aluminum oxide analog memristor Capacitors Data analysis dual feature mapping Dynamics Mapping Material properties Memristors neuromorphic hardware Task complexity temporal data processing time series prediction Titanium nitride Zirconium dioxide
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