He considers it near impossible for the Brazilian to make the switch from the Parc des Princes to the Estadio Santiago Bernabeu.
"I'll stick my neck out, because Neymar will not go to Real Madrid," Fernandez told Cadena SER's 'El Larguero' programme.
"If PSG went after Neymar and [Kylian] Mbappe then it was for them to stay here, not for them to leave.
"Neymar is the star of PSG.
"He makes the difference and when you see him play you don't detect what people say about him wanting to leave.
"He's convinced that he's happy here and he wants to succeed."