Neural network with optimal neuron activation functions based on additive Gaussian process regression

Sergei Manzhos, Manabu Ihara

Feed-forward neural networks (NN) are a staple machine learning method widely used in many areas of science and technology. While even a single-hidden layer NN is a universal appro…