Pathtronic is developing a Deep Learning Processing Unit. It is a purpose-built, specific processing architecture (hardware and software layer) to support acceleration of Deep Learning models. The company is ideally positioned to catch the larger trend of creating processing architectures that diverge from the Von Neumann model of computing to achieve large increases in power efficiency and computational power.