Abstract:
We present a channel response-aware Photonic Neural Network (PNN) and demonstrate experimentally its resilience in Inter-Symbol Interference (ISI) when implemented in an ...Show MoreMetadata
Abstract:
We present a channel response-aware Photonic Neural Network (PNN) and demonstrate experimentally its resilience in Inter-Symbol Interference (ISI) when implemented in an integrated neuron. The trained PNN model performs at 25GMAC/sec/axon using only 7GHz-bandwidth photonic axons with 97.37% accuracy in the MNIST dataset.
Published in: 2021 European Conference on Optical Communication (ECOC)
Date of Conference: 13-16 September 2021
Date Added to IEEE Xplore: 22 November 2021
ISBN Information: