Real Betis and Deportivo La Coruna have also expressed their interest in the 25-year-old.
Atletico looks set to lose several wingers, including Jose Antonio Reyes, Luis Garcia and Miguel at the end of the season.
Eliseu holds a £600,000 buy-out clause in a contract and Atletico are ready to offer him a deal worth around €1million per year.