I have run a MLP Neural Network using IBM SPSS software and I got in the report summary the "parameter estimates" (the connections weights, I guess). Report summary ...
The simplified approach makes it easier to see how neural networks produce the outputs they do. A tweak to the way artificial neurons work in neural networks could make AIs easier to decipher.