The subject behavior may occur if your Natural Keyboard Elite uses a USB connection.
To workaround this problem:
1. Disconnect the keyboard from the USB port.
2. Connect the keyboard to the USB port.
If you want a permanent fix:
1. Shutdown the computer.
2. Connect the keyboard using the PS/2 port.
3. Start your computer.