The USB port, power switch and LED indicators are part of the control board which sits in the middle of the EPOC+ headband. The power LED is located on the top surface and the charging LED is on the USB face.
The following table outlines their behavior:
Power OFF / Battery Flat
USB Connected / Charging
Fade On - Fade Off