Peter J. Ehlers

Stochastic reservoir computers

2025 · Nature Communications

Reservoir computing is a form of machine learning that utilizes nonlinear dynamical systems to perform complex tasks in a cost-effective manner when compared to typical neural networks. Recent advancements in reservoir computing, in particular quantum …