Propagating Uncertainty through the tanh Function with Application to Reservoir Computing

Manan Gandhi, Keuntaek Lee, Yunpeng Pan +1

Many neural networks use the tanh activation function, however when given a probability distribution as input, the problem of computing the output distribution in neural networks w…