Favicon is that kind of icon, that appears in the adress bar of the browser, when the site is loaded. You can add your favicon from Settings > Favicon. Click on the upload from your computer button, sellect your favicon and press SAVE. For propper visualisation, the adviced dimensions of the image are 16x16 or 32x32 pixels.