Hybrid activation functions for deep neural networks: S3 and S4 -- a novel approach to gradient flow optimization

Sergii Kavun

Activation functions are critical components in deep neural networks, directly influencing gradient flow, training stability, and model performance. Traditional functions like ReLU…