Vladislav Minashkin

Beyond ReLU: How the Snake Activation Fixes Neural Networks' Periodic Learning Problem

Introduction: The Curious Case of Periodic Functions If you've ever trained a neural network on seasonal time series data only to watch it diverge dramatically when forecasting beyond the training period, you've encountered a fundamental limitation o...