Stronger Separation of Analog Neuron Hierarchy by Deterministic Context-Free Languages

Jiří Šíma

We analyze the computational power of discrete-time recurrent neural networks (NNs) with the saturated-linear activation function within the Chomsky hierarchy. This model restricte…