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update week 42

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2020-10-15 20:38:58 +02:00
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doc/src/week42/week42.do.txt
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TITLE: Week 42 Convolutional and Recurrent Neural Networks and Autoencoders
TITLE: Week 42 Convolutional (CNN) and Recurrent (RNN) Neural Networks and Autoencoders
AUTHOR: Morten Hjorth-Jensen {copyright, 1999-present|CC BY-NC} at Department of Physics, University of Oslo & Department of Physics and Astronomy and National Superconducting Cyclotron Laboratory, Michigan State University
DATE: today
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!split
===== Plan for week 42 =====
* Thursday: Convolutional Neural Networks and examples
* Thursday: Convolutional Neural Networks and examples. "Video of Lecture":"https://www.uio.no/studier/emner/matnat/fys/FYS-STK4155/h20/forelesningsvideoer/LectureOctober15.mp4?vrtx=view-as-webpage"
* Friday: Recurrent Neural Networks and Autoencoders
Reading suggestions for both days: "Aurelien Geron's chapters 13 and 14":"https://github.com/CompPhysics/MachineLearning/blob/master/doc/Textbooks/TensorflowML.pdf". Autoencoders are discussed in chapter 15 of Geron's text.
!bblock Excellent lectures on CNNs and RNNs
* "Video on Convolutional Neural Networks from MIT":"https://www.youtube.com/watch?v=iaSUYvmCekI&ab_channel=AlexanderAmini"
* "Video on Recurrent Neural Networks from MIT":"https://www.youtube.com/watch?v=SEnXr6v2ifU&ab_channel=AlexanderAmini"
!eblock