Accelerating Hierarchical Sparse Predictive Coding with Hybrid Amortized Inference

Kazuhisa Fujita

Hierarchical predictive coding provides an interpretable framework for perception as error-driven inference in multi-layer models, while sparse coding imposes parsimonious latent r…