Continuous-Time Signal Decomposition: An Implicit Neural Generalization of PCA and ICA

Shayan K. Azmoodeh, Krishna Subramani, Paris Smaragdis

We generalize the low-rank decomposition problem, such as principal and independent component analysis (PCA, ICA) for continuous-time vector-valued signals and provide a model-agno…