Yes, the application works on Windows 8.1, but you will need versions compatible with it and a True API x64 package that needs to be installed in order to use it. Also, the software is not fully function, but it supports fingerprint log-in and other features already described.
To get additional information as well as installation instructions, access the HP Forums link where the discussion is on going.