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Morten Hjorth-Jensen
2025-07-23 08:05:16 +02:00
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TITLE: Week 41 Neural networks and constructing a neural network code
AUTHOR: Morten Hjorth-Jensen {copyright, 1999-present|CC BY-NC} at Department of Physics, University of Oslo
AUTHOR: Morten Hjorth-Jensen {copyright, 1999-present|CC BY-NC} at Department of Physics, University of Oslo, Norway
DATE: Week 41
!split
===== Plan for week 41, October 7-11 =====
===== Plan for week 41, October 6-10 =====
!split
===== Material for the lecture on Monday October 7, 2024 =====
===== Material for the lecture on Monday October 6, 2025 =====
o Neural Networks, setting up the basic steps, from the simple perceptron model to the multi-layer perceptron model.
o Building our own Feed-forward Neural Network
* Video of lecture notes at URL:"https://youtu.be/pMRUbf9E-gM"
* Whiteboard notes at URL:"https://github.com/CompPhysics/MachineLearning/blob/master/doc/HandWrittenNotes/2024/NotesOctober7.pdf"
# * Video of lecture notes at URL:"https://youtu.be/pMRUbf9E-gM"
# * Whiteboard notes at URL:"https://github.com/CompPhysics/MachineLearning/blob/master/doc/HandWrittenNotes/2024/NotesOctober7.pdf"
!bblock Readings and Videos:
o These lecture notes
o Rashcka et al chapter 11