<p>Please note this is a short discount publication. In order to succeed outside an academic domain, neural networks must be scaled up to meet the demands of larger problems. This practical report looks at the potential applications of large-scale, real-time neural networks. By analyzing the hardware and software required for these applications the report gives insight into where the field of neural networks is heading. Contains descriptions of over 50 commercial products and 350 applications which are either in commercial use now or have reached the advanced prototype phase.</p>