A single Kerr mode with feedback depth D achieves cross-time nonlinear rank D, exceeding the 2N hardware limit of any N-mode Gaussian reservoir.
Discrete-timesignatures and randomness in reservoir computing.IEEE Transactions on Neural Networks and Learning Systems, 2021
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Computational Superiority of Non-Markovian Kerr Feedback in Continuous-Variable Quantum Reservoir Computing
A single Kerr mode with feedback depth D achieves cross-time nonlinear rank D, exceeding the 2N hardware limit of any N-mode Gaussian reservoir.