Yes, these are LED fans, not the same as RGB fans. In an LED fan, the LED lights are simply connected in parallel with the voltage supplied to the fan motor, so they get whatever the motor gets. They do not need the full 12 VDC to light up, though, so most of the time if your fans are connected to a mobo header and it reduces the fan motor voltage to reduce its speed, the LED's will still light up. BUT at some lower voltage they will get dimmer, and may even seem to turn off if the fan voltage is quite low. There is no way to change that performance.
IF what you see is that sometimes the fans is going so slow that your LED's are too dim, you might try this. In BIOS Setup where you configure the fan headers you are using, you may be able to set a custom "Fan Curve". A Fan Curve is a "graph" of what speed the fan should run at various system temperatures, and the default automatic system has a pre-set curve it uses. Some BIOS's allow you to change to using a custom curve you set yourself. Then you could set that to be similar to the pres-set curve, but never go below a certain minimum speed for the fan. This would prevent the fan voltage from going too low, and thus prevent your LED's from getting too dim.