Convolutional neural network (generic)

various

Structures found in this family (1)

Representational-similarity trajectory across depth

By model (1)

Convolutional network image classifier (generic)

Representational-similarity trajectory across depth

Observations (2)

CKA recovers layer and network correspondences where CCA metrics fail

SVCCA reveals low effective dimensionality and bottom-up convergence

Papers

Similarity of Neural Network Representations Revisited (2019), SVCCA: Singular Vector Canonical Correlation Analysis for Deep Learning Dynamics and Interpretability (2017)