Implementation of 8-bit reservoir computing through volatile ZrOx-based memristor as a physical reservoir

D Ju, M Koo, S Kim - Nano Energy, 2024 - Elsevier
In this study, we employed a sputtering process to construct a memristive device within the
ITO/ZrO x/TaN structure for implementing neuromorphic computing. Initially, we scanned the …

Nitrogen doping effect on InGaZnO-based artificial synapse for implementing reservoir computing and SVHN dataset pattern recognition

C Mahata, H So, D Ju, M Ismail, S Kim, CC Hsu, K Park… - Nano Energy, 2024 - Elsevier
This work focused on plasma-induced nitrogen-doped indium gallium zinc oxide (InGaZnO:
N) based resistive switching devices. Nitrogen atoms in the InGaZnO: N can reduce the …

An ultra high-endurance memristor using back-end-of-line amorphous SiC

O Kapur, D Guo, J Reynolds, D Newbrook, Y Han… - Scientific Reports, 2024 - nature.com
Integrating resistive memory or neuromorphic memristors into mainstream silicon technology
can be substantially facilitated if the memories are built in the back-end-of-line (BEOL) and …

[HTML][HTML] An algorithm for two-dimensional pattern detection by combining Echo State Network-based weak classifiers

H Kage - Machine Learning with Applications, 2024 - Elsevier
Pattern detection is one of the essential technologies in computer vision. To solve pattern
detection problems, the system needs a vast amount of computational resources. To train a …