The Brazilian winger joined his team-mates for Thursday's session at the Ciutat Esportiva Joan Gamper for the first time since picking up the injury during the international break.
Barcelona head coach Hansi Flick supervised the 11am training session, which included all available first-team players.
Barca Atletic youngster Hamza Abdelkarim also joined the senior squad.
However, Andreas Christensen and Roony Bardghji remained sidelined as they continue to deal with their respective injuries.
Barcelona will hold their final training session on Friday afternoon before travelling to Seville for Saturday's La Liga matchday nine meeting with Real Betis at La Cartuja.