A device for connecting a shoe to a part of a sports article such as a bicycle pedal, of the type in which the shoe and the pedal comprise attachment members of complementary shapes, wherein the attachment members of the sole comprise at least partly of alternations of depressions recessed into the outer envelope surface of the sole. The outer envelope surface of the sole is raised upwards ahead of the region of the attachment members of the sole.