Deep learning oriented named entity recognition (DNER) has gradually become the paradigm of knowledge discovery, which greatly promotes domain intelligence. However, activation function DNER fails to treat gradient vanishing, no negative output or non-differentiable existence, may impede exploration due omission and incomplete representation latent semantic. To break through dilemma, we present...