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Turing Universality Of Neural Nets (Revisited), J. Pedro Neto, Hava Siegelmann, J. Félix Costa, C. P. Suárez Araujo
Turing Universality Of Neural Nets (Revisited), J. Pedro Neto, Hava Siegelmann, J. Félix Costa, C. P. Suárez Araujo
Hava Siegelmann
We show how to use recursive function theory to prove Turing universality of finite analog recurrent neural nets, with a piecewise linear sigmoid function as activation function. We emphasize the modular construction of nets within nets, a relevant issue from the software engineering point of view.