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[2 📚] Great demo start at 3:12 : https://youtu.be/KAazjZoiCd0?si=WPNUg4YKBbJtlwsD
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Classroom Contents
Where Did Convolution Networks Come From? - Evolution from Neo-Cognitron to Modern CNNs
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- 1 [2 📚] Great demo start at 3:12 : https://youtu.be/KAazjZoiCd0?si=WPNUg4YKBbJtlwsD
- 2 00:00 Hubel & Weisel’s Experiment
- 3 02:00 Precoursor to CNNs
- 4 03:40 Why layered organization?
- 5 04:50 Simple Cells in biology
- 6 06:40 Simple Cells in computation model relu activation
- 7 08:56 Primary Visual Cortex in biology
- 8 10:28 Primary Visual Cortex in computation model
- 9 11:58 Where does “convolution” come in?
- 10 15:38 Complex Cells in biology
- 11 16:57 Complex Cells in computation model pooling
- 12 18:04 convolution + activation + pooling
- 13 21:15 How does the network learn?
- 14 30:22 Conclusion
- 15 30:46 Quiz Time
- 16 31:40 Summary
