PSV were the dominating team for most of the match, while Feyenoord waited patiently to strike from counter-attacks here on Sunday, reports Xinhua.
The match seemed set to end in a goalless stalemate. However, eight minutes from time, a corner kick by Bilal Basacikoglu landed near Eric Botteghin and the Brazilian defender found the net.
"I am very proud of the team," Feyenoord coach Giovanni van Bronckhorst said after the match at the press conference on Sunday.
"We had three matches within one week and if you win them all that is fantastic. The game here was in balance, but if you get a chance to win, you must take it and we did. Yes, we are title contenders."
Also on Sunday, Ajax defeated Heracles 2-0 in Almelo. Captain Davy Klaassen put Ajax in front in the 66th minute and Nemanja Gudelj scored 10 minutes later.
Sparta beat NEC 2-0 and AZ Alkmar defeated PEC 2-0 in Zwolle thanks to goals by Wout Weghorst and 18-year-old Guus Til.
On Saturday, FC Twente beat ADO Den Haag 4-1, SC Heerenveen booked a 3-0 win at Roda JC Kerkrade, Vitesse defeated Go Ahead Eagles 2-0 at home and Excelsior drew 1-1 at Willem in Tilburg.
After six consecutive victories Feyenoord now lead the Eredivisie standings with 18 points, followed by PSV, Ajax and AZ Alkmar, all five points behind the league leaders.
