func NeuronMutateActivation(neuron *ng.Neuron) (bool, MutateResult) {
encodableActivations := ng.AllEncodableActivations()
for i := 0; i < 100; i++ {
// pick a random activation function from list
randomIndex := ng.RandomIntInRange(0, len(encodableActivations))
chosenActivation := encodableActivations[randomIndex]
// if we chose a different activation than current one, use it
if chosenActivation.Name != neuron.ActivationFunction.Name {
neuron.ActivationFunction = chosenActivation
return true, nil
}
}
// if we got this far, something went wrong
return false, nil
}
