Enhancing Neural Network Accuracy with a Novel Adaptive Activation Function

A novel adaptive activation function with an even cubic nonlinearity is introduced that enhances the accuracy of neural networks without substantial additional computational resources, while exhibiting a tradeoff between convergence and accuracy.