Shixuan Hu

Frequency Selective Neural Networks as a Foundation Architecture for Time Series Learning

Frequency Selective Neural Network is introduced, pioneering a foundation architecture guaranteeing physical interpretability without sacrificing expressive power of deep learning, and converges directly on physically meaningful frequency bands, providing a highly scalable, interpretable paradigm for robust pattern rec...