Photonic Long-Short Term Memory Neural Networks with Analog Memory
Emma R. Howard, Bicky A. Márquez, Bhavin J. Shastri · 2020
A Photonic implementation is proposed for the Long-Short Term Memory neural network, offering fundamental speed and bandwidth advantages over digital electronic implementations. Integrated analog memory for photonics is designed as a component of this network.