Dipan K. Pal

Emergence of Selective Invariance in Hierarchical Feed Forward Networks

2017 · arXiv (Cornell University)

Many theories have emerged which investigate how in- variance is generated in hierarchical networks through sim- ple schemes such as max and mean pooling. The restriction to max/mean pooling in theoretical and empirical studies has …