Deep Photonic Time-Delay Reservoir Computing for Information Processing Acceleration

We propose deep photonic time-delay-reservoir-computing for accelerated information processing. Experimental evaluation using image classification demonstrated a sixfold increase in processing speed with only a 0.6% performance degradation, while conventional TDRC experiences a 5.5% performance degradation.