A Boolean network is a form of neural netwrok where all of the values are Boolean (true/false) and the internal nodes logic functions such as AND or NOR. It is can be hard to train a Boolean network as they are discontinuous, but they can be very efficient to run, especially if compiled into a FPGA. In some case more compelx neural netowrks can be simplified into Boolean networks.
Used on page 515