2 papers
cs.IT2025
Asymptotic evaluation of the information processing capacity in reservoir computing
Yohei Saito
Reservoir computing (RC) is becoming increasingly important because of its short training time. The squared error normalized by the target output is called the information processi…
cs.LG2025
Techniques for Enhancing Memory Capacity of Reservoir Computing
Atsuki Yokota, Ichiro Kawashima, Yohei Saito +3
Reservoir Computing (RC) is a bio-inspired machine learning framework, and various models have been proposed. RC is a well-suited model for time series data processing, but there i…