The Magpies are currently 15th in the Premier League and are just three points clear of the relegation zone.
Taylor told the club's official website: "The players are going to go into the Fulham game with massive belief and confidence. It's going to be a difficult game but we believe in ourselves.
"I think every game from now until the end of the season is going to be important. We have to win games, it's as simple as that. You want three points on the board as players - and we can get them."
The 27-year-old has made 27 appearances for the Magpies this season in all competitions.