Image Segmentation, U Mamba, Biomedical Imaging.
element-wise product of the input and the sigmoid function of the input: f(x) = x * sigmoid(x) Here, x represents the input to the activation function, and the sigmoid function ensures that the output is scaled between 0 and 1. The SiLU activation function is differentiable everywhere, which can