New Field generates a new random field with randomly generated alive cells according to the Random Alive Factor. Clicking on the field on any time will switch a cell between alive and dead. Clicking on Next Generation displays the next generation. Clicking on Run Simulation will generate a new generation every Simulation Speed milliseconds.
See Wikipedia for more details on Conway's Game of Life.