Indrashis Das

Gompertz Linear Units: Leveraging Asymmetry for Enhanced Learning Dynamics

Activation functions are fundamental elements of deep learning architectures as they significantly influence training dynamics. ReLU, while widely used, is prone to the dying neuron problem, which has been mitigated by variants such as LeakyReLU, PReLU, and ELU that better handle negative neuron out…