Many recent advances in reservoir computing utilize inherently stochastic dynamics and can be designed so that the number of readouts scales exponentially with device size. Here, authors prove the universality of stochastic echo state networks and test the performance of two practical examples.
- Peter J. Ehlers
- Hendra I. Nurdin
- Daniel Soh
