Functional Neural Networks: Shift invariant models for functional data with applications to EEG classification

Florian Heinrichs, Mavin Heim, Corinna Weber

It is desirable for statistical models to detect signals of interest independently of their position. If the data is generated by some smooth process, this additional structure sho…