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25GMAC/sec/axon photonic neural networks with 7GHz bandwidth optics through channel response-aware training | IEEE Conference Publication | IEEE Xplore

25GMAC/sec/axon photonic neural networks with 7GHz bandwidth optics through channel response-aware training


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 More

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.
Date of Conference: 13-16 September 2021
Date Added to IEEE Xplore: 22 November 2021
ISBN Information:
Conference Location: Bordeaux, France

References

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