Sunday's draw with Norwich City extended the Gunners' winless run to eight games.
But Aubameyang is doing his best to raise confidence in the dressing room.
"I try to speak to the guys," he said. "To give them all my positivity. As always I try to be an example, working hard.
"We have tried to find more confidence in winning games. We try our best.
"We have to maybe be cleverer in the transition, maybe make some fouls. That's part of the game to not concede goals."