4:00 PM - 4:15 PM
[19p-F211-2] Rich Dynamics in Quantum Reservoir Observed in Singular Values of Node-Output Matrix
Keywords:reservoir computing, quantum, singular value
Reservoir computing using an ensemble quantum system is expected to perform rich dynamics due to entanglement. This talk shows it by comparing the quantum reservoir with an oscillator reservoir consisting of an LCR circuit. The dynamics of reservoirs is reflected on the distribution of node-output matrix. The quantum reservoir has far more singular values than the LCR reservoir. The high inference performance in the quantum reservoir computing reflects this property.