If your app is at the Document Root of the server, then the favicon should be in the /public folder - as your base .htaccess file will redirect all requests there. If your app isn't at the Document Root, then put your favicon at the Document Root like @RompePC said.
You can also specify a specific URL for your favicon via <link> tags in the <head> section of your document.