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Convolutional neural nets
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Classroom Contents
Learning & Cortex - I-Theory
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- 1 Deep (convolutional) neural nets
- 2 The approach to learning
- 3 Shallow nets
- 4 Deep neural nets
- 5 Convolutional neural nets
- 6 Which theory?
- 7 Principles of data representation
- 8 Invariant & selective Representation
- 9 Invariance, selectivity and orbits
- 10 Idea of the proof
- 11 Finite templates
- 12 Beyond groups
- 13 Contribution and perspectives
