1% Encoding: UTF-8

@book{NeuralNetworks1994,
    title =  {Fundamentals of Neural Networks: Architectures, Algorithms, and Applications},
    author =  {Fausett L.},
    isbn = {},
    edition = {},
    volume =    {},
    year = {1994},
}

@book{NeuralNetworkDesign_2014,
  title={Neural network design},
  author={Hagan, M.T. and Demuth, H.B. and Beale, M.H.},
  isbn={9780971732117},
  url={https://books.google.co.uk/books?id=4EW9oQEACAAJ},
  year={2014},
  publisher={Martin Hagan}
}

@book{NeuralNetworks_2016,
  title={Neural networks for applied sciences and engineering: from fundamentals to complex pattern recognition},
  author={Samarasinghe, Sandhya},
  year={2016},
  publisher={Auerbach publications}
}


@article{NNScaledConjugateTraining_1993,
title = "A scaled conjugate gradient algorithm for fast supervised learning",
journal = "Neural Networks",
volume = "6",
number = "4",
pages = {525-533},
year = "1993",
issn = "0893-6080",
doi = "https://doi.org/10.1016/S0893-6080(05)80056-5",
url = "http://www.sciencedirect.com/science/article/pii/S0893608005800565",
author = "Martin Fodslette Møller",
keywords = "Feedforward neural network, Supervised learning, Optimization, Conjugate gradient algorithms"
}


@ARTICLE{HEVCComplexityNN_TIP2018,
author={M. Xu and T. Li and Z. Wang and X. Deng and R. Yang and Z. Guan},
journal={IEEE Transactions on Image Processing},
title={Reducing Complexity of {HEVC}: A Deep Learning Approach},
year={2018},
volume={27},
number={10},
pages={5044-5059},
keywords={Complexity theory;Databases;Encoding;Feature extraction;Image coding;Machine learning;Video coding;High efficiency video coding;complexity reduction;convolutional neural network;deep learning;long- and short-term memory network},
doi={10.1109/TIP.2018.2847035},
ISSN={1057-7149},
month=oct,}

@ARTICLE{VideoQualityNN_TNN2006,
author={P. Le Callet and C. Viard-Gaudin and D. Barba},
journal={IEEE Transactions on Neural Networks},
title={A Convolutional Neural Network Approach for Objective Video Quality Assessment},
year={2006},
volume={17},
number={5},
pages={1316-1327},
keywords={convolution;delay systems;neural nets;video signal processing;convolutional neural network;objective video quality assessment;digital videos;reduced reference quality metric;single stimulus continuous quality evaluation method;video quality expert group;time-delay neural network;Neural networks;Quality assessment;Humans;Design methodology;Testing;Cellular neural networks;Feature extraction;Bit rate;Machine vision;TV;Convolutional neural network (CNN);MPEG-2;temporal pooling;video quality assessment;Algorithms;Artificial Intelligence;Image Enhancement;Image Interpretation, Computer-Assisted;Neural Networks (Computer);Pattern Recognition, Automated;Photography;Signal Processing, Computer-Assisted;Video Recording},
doi={10.1109/TNN.2006.879766},
ISSN={1045-9227},
month=sep,}

@INPROCEEDINGS{VideoAnalysisNN_2018,
author={I. Aljarrah and D. Mohammad},
booktitle={9th International Conference on Information and Communication Systems (ICICS)},
title={Video content analysis using convolutional neural networks},
year={2018},
volume={},
number={},
pages={122-126},
keywords={convolution;feedforward neural nets;image classification;object detection;video recording;video signal processing;video surveillance;video surveillance systems;video content analysis;recorded video;automated content analysis system;video surveillance content;reviewing videos;text file;convolutional neural networks;Streaming media;Convolutional neural networks;Task analysis;Feature extraction;Video surveillance;Analytical models;video content analysis;convolutional neural networks;VGGNet;object classification},
doi={10.1109/IACS.2018.8355453},
ISSN={2573-3346},
month=apr,}


@article{CrossEntropy_2005,
  title={A tutorial on the cross-entropy method},
  author={De Boer, Pieter-Tjerk and Kroese, Dirk P and Mannor, Shie and Rubinstein, Reuven Y},
  journal={Annals of operations research},
  volume={134},
  number={1},
  pages={19--67},
  year={2005},
  publisher={Springer}
}


@book{haykin1994neural,
  title={Neural networks: a comprehensive foundation},
  author={Haykin, Simon},
  year={199},
  publisher={Prentice Hall PTR},
  edition = {2},
}