RELU and L-RELU activation functions are listed in the C++ library enum (fann_data.h:~214) but PHP constants have not been assigned for them as of this note. You can add them yourself:
define('FANN_LINEAR_PIECE_RECT', 18);
define('FANN_LINEAR_PIECE_RECT_LEAKY', 19);