This paper establishes the equivalence between multilayer feedforward networks and linear combinations of Lukasiewicz propositions. In this sense, multilayer forward networks have a logic interpretation, which should permit to apply logical techniques in the neural networks framework.
@article{urn:eudml:doc:39125, title = {The logic of neural networks.}, journal = {Mathware and Soft Computing}, volume = {5}, year = {1998}, pages = {23-37}, zbl = {1022.68607}, mrnumber = {MR1632747}, language = {en}, url = {http://dml.mathdoc.fr/item/urn:eudml:doc:39125} }
Castro, Juan Luis; Trillas, Enric. The logic of neural networks.. Mathware and Soft Computing, Tome 5 (1998) pp. 23-37. http://gdmltest.u-ga.fr/item/urn:eudml:doc:39125/