Lindblad-Inspired Multi-Timescale Reservoir Computing with Separable Rotation and Dissipation

Jyotiranjan Beuria, Amit Shukla

Echo-state networks enable efficient temporal learning by fixing the recurrent dynamics and training only a linear readout. However, conventional reservoirs typically accommodate s…