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Krizhevsky, A., Sutskever, I. and Hinton, G. (2012) ImageNet Classification with Deep Convolutional Neural Networks. NIPS 2012: Neural Information Processing Systems.

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• TITLE: A MLP Based FDTD Method

  AUTHORS: Shuangyang Li, Shengjian Lai, Jinhao Liu, Shaobo Wu, Lang Chen

  KEYWORDS: FDTD, Neural Network, MLP

  JOURNAL NAME: Journal of Computer and Communications, Vol.8 No.12, December 31, 2020

  ABSTRACT: In this paper, we proposed a novel multilayer perceptron (MLP) based Finite-Difference Time-Domain (FDTD) method to reduce the time complexity of the conventional FDTD method, MLP neural networks can be used to replace the field quantities update equations and we found that in certain scenario, we can greatly reduce the time complexity of FDTD method.