Deep Learning Network for Classification

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curly133
curly133 2018-4-27
编辑： Johanna Pingel 2019-2-6
I am reading this documentation on deep learning and had a few questions.
1. What is training and validation exactly?
2. What do activation, convolutional, and fully connected layers do?
3. What is the input of this network? Is it just images? What is the output of this network?

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Johanna Pingel
Johanna Pingel 2019-2-6
编辑：Johanna Pingel 2019-2-6
Here are some getting started resources:
A quick-read ebook: https://www.mathworks.com/content/dam/mathworks/tag-team/Objects/d/80879v00_Deep_Learning_ebook.pdf
and video on CNNs: https://www.mathworks.com/videos/introduction-to-deep-learning-what-are-convolutional-neural-networks--1489512765771.html
while deep learning focused on images in the past, we now have examples for image, signal, text and audio here: https://www.mathworks.com/help/deeplearning/examples.html

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