An article comprised of a resilient three-dimensionally shaped fiber network structure comprising at least one sheet of a deformed textile fabric, each said sheet defining a base region and also defining a plurality of deformations extending upwardly from said base region to define an original shape and height relative to the remaining base region, said deformations being formed as a two-dimensional array on said base region, said deformed textile fabric comprising at least one monofilament and at least one multifilament yarn, said article selected from the group consisting of mattresses, athletic shoes, padding for protective head gear, seat cushions, automobile seats, casts, carpet pads, automobile headliners, protective packagings for electronics, and mattress topper pads.