J. Pedro Neto

INFORMATION CODING AND NEURAL COMPUTING (2008)

J. Pedro Neto, Hava T. Siegelmann, J. Félix Costa

Abstract. In [2,5] it is showed that programming languages can be translated into recurrent neural nets. Implementation of programming languages in neural nets turns to be not only theoretical...

Turing Universality of Neural Nets (Revisited) (2007)

J. Pedro Neto, Hava T. Siegelmann, J. Félix Costa

. 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...

neural (2007)

Miguel A. Rosa, J. Pedro Neto, J. Félix Costa

Building a Neural Computer

Building Neural Net Software (1999)

João Pedro Neto, José Félix Costa, J. Pedro Neto, J. Félix Costa

Alternatively, reports are available by post from the above address.

Turing Universality of Neural Nets (revisited (1997)

J. Pedro Neto, Hava T. Siegelmann, J. Félix Costa

Abstract. 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...