The hierarchical partial invariance approach
• At each level of the hierarchy,
we use an “or” to get features
that are invariant across a
bigger range of
transformations.
– Receptive fields in the brain
look like this.
– We can combine this
approach with an initial
approximate normalization.
or
or
or