Preferred Networks, Inc. (HQ: Tokyo, President & CEO: Toru Nishikawa) today announced that the company starts a joint research and development project with Toyota Motor Corporation (HQ: Aichi, CEO: Akio Toyoda) on self-driving cars to examine the feasibility of its machine learning and deep learning technologies.