Yes some LEDs work, no not all LEDs work. You want high-power LEDs, specific for growing plants, the major company making these is Cree. They make the LEDs that are used in the Procyon 100. A 100w LED panel. If the individual LEDs are under 2-3 watt each, don't even bother.
Cree LEDS also...