Takashi Miyamori
Toshiba Electronic Devices & Storage Corporation, Japan
DNN-Accelerated Multi-core SoC for Automotive Applications
Download SlidesAbstract
For advanced driver-assistance system (ADAS) and autonomous driving system, DNN (deep neural network) has been applied to more image recognition applications than traditional feature-based machine learning algorithms. In this talk, we will introduce an image recognition multi-core SoC for automotive applications with DNN accelerators and other hardware accelerators for image processing and recognition.
Biography
Takashi Miyamori received the B.S. and M.S. degrees in electrical engineering from Keio University, Yokohama, Japan, in 1985 and 1987, respectively. In 1987, he joined Toshiba Corporation, Kawasaki, Japan, where he was engaged in the research and development of microprocessors. From 1996 to 1998, he was a Visiting Researcher at Stanford University, Stanford, CA, where he researched reconfigurable computer architectures. Since 1997, he has been working on the development of image recognition processors, configurable processor cores, multi- and many-core processors, and acceleration technologies for multimedia and computer vision applications. He is currently General Manager of Center for Semiconductor Research & Development in Toshiba Electronic Devices & Storage Corporation. He served on a technical program committee for high-performance digital design of ISSCC 2009-2011, ASP-DAC 2003-2004 and ASP-DAC 2007-2008.