R4: Artificial Neural Network

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    • Goal: Understand three basic neural network models: perceptron and multi-layer perceptron.
    • Readings
      • Machine Learning課程，李宏毅教授，台大電機，2016.
        • Brief Introduction to Deep Learning pdf, video (2016/10/14)
      • Machine Learning: An Algorithmic Perspective, S. Marsland, Chapman and Hall/CRC, 2009.
        • Chapter 2 Linear Discriminants (PDF)
        • Chapter 3 The Multi-Layer Perceptron (PDF)
      • How Deep Neural Networks Work, B. Rohrer, 2017/03/02. Youtube. Blog.
    • Homework
      • Read/Watch the provided materials.
      • Create a separate web page for this reading assignment. Write the reading page with
        • 1000-2000 words (in Chinese or English), and with
        • a lot of pictures to illustrate the concept of NN, and
        • at least 3 references found by you for NN.
      • Submit the web address of your web page to this R4 submission form.