Globally Optimal Training of Neural Networks with Threshold Activation Functions

Tolga Ergen, Halil Ibrahim Gulluk, Jonathan Lacotte +1

Threshold activation functions are highly preferable in neural networks due to their efficiency in hardware implementations. Moreover, their mode of operation is more interpretable…