Walsh was released by the Falcons on Saturday, Will McFadden of the Falcons' official site reports.
Walsh lasted only a week in Atlanta, with the team ultimately deciding to re-sign franchise mainstay Matt Bryant. Walsh struggled in his practice session Tuesday, hitting only five of nine tries, but it is uncertain if that performance played a major factor in the Falcons going a different direction at kicker.