Few-and single-molecule reservoir computing experimentally demonstrated with surface-enhanced Raman scattering and ion gating

D Nishioka, Y Shingaya, T Tsuchiya, T Higuchi… - Science …, 2024 - science.org
Molecule-based reservoir computing (RC) is promising for achieving low power
consumption neuromorphic computing, although the information-processing capability of …

Redox-based ion-gating reservoir consisting of (104) oriented LiCoO2 film, assisted by physical masking

K Shibata, D Nishioka, W Namiki, T Tsuchiya… - Scientific reports, 2023 - nature.com
Reservoir computing (RC) is a machine learning framework suitable for processing time
series data, and is a computationally inexpensive and fast learning model. A physical …

[HTML][HTML] Lignin precursors enhance exolaccase-started humification of bisphenol A to form functional polymers

S Li, D Hong, K Sun - Eco-Environment & Health, 2023 - Elsevier
Humification plays a significant role in converting phenolic pollutants and forming
heterogeneous polymers, but few studies have been performed to investigate exolaccase …

Few-molecule reservoir computing experimentally demonstrated with surface enhanced Raman scattering and ion-gating stimulation

D Nishioka, Y Shingaya, T Tsuchiya, T Higuchi… - arXiv preprint arXiv …, 2023 - arxiv.org
Reservoir computing (RC) is a promising solution for achieving low power consumption
neuromorphic computing, although the large volume of the physical reservoirs reported to …