Additional, optional reading is also listed below. The references are resolved in the Course materials.
Key to notation:|
Date |
Topic |
Lecture Notes | >
Homework/Reading Assignment | >
Optional Reading |
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|
Aug 24 |
Orientation,
Introduction |
Reading: Kohonen Ch3, |
Haykin Ch9.1-9.6 |
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| Aug 26 | Review of the basic SOM cont'd |
EMvis-1, EMvis-1.1 EMvis-2 | Haykin Ch9.1-9.6 | |||||
| Aug 31 | Review of the basic SOM cont'd Review of unsupervised learning |
EMvis-1, EMvis-1.1 EMvis-3 | Haykin Ch9.1-9.6 | |||||
| Sep 2 | Presentation of Kohonen Ch3 (KT) | SPvis-1 | Papers on SOM visualization
due Sep 9 |
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| Sep 7 | Presentation of SOM studies (MM and JS) | SPvis-2, SPvis-3 | Papers on SOM visualization
cont'd due Sep 14 |
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| Sep 9 | Presentation (KT) | SPvis-4 | Papers on SOM visualization
cont'd due Sep 14 |
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| Sep 14 | Presentation (MM), Sammon's Conscience algorithm (EM) |
SPvis-5, EMvis-4 | Papers on SOM variants
due Sep 21 |
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