Despite starting their campaign with a loss, Caulker believes that he and his teammates can bounce back when they travel to Tottenham Hotspur next weekend.
"We are very disappointed as we felt we could have had three or four goals but we will take the positives from the performance," he told the club's official website.
"It is never nice when you lose. There's a lot of frustration in the dressing room but we are confident that we can get a result next week. We have a good manager behind us and few experienced heads to keep the atmosphere nice and bubbly."