Linsker’s Assumptions

Simple input: random “white” noise
Layered representation
Local connectivity
- The input to a unit does not come from the entire retina but a small patch.
- Presuming retinotopy
Linear units
Hebb’s rule for adaptation
- Weight vectors are clipped to [0,1]N