Research and development of Vision Transformer toward hardware implementation
*Japanese only
The development of deep learning is expected to expand the “edge AI” market, including embedded systems. Edge AI must process many calculations on limited computing resources, so data structures and architectures are being researched and developed.
In recent years, we will introduce the research and development trends of Vision Transformer, a computer vision AI model that has been rapidly researched, and the weight reduction for the hardware being researched and developed in our laboratory.
Speaker
Tokyo Institute of Technology Associate Professor /
Tokyo Artisan Intelligence CEO
Hiroki Nakahara
Hiroki Nakahara received the B.E., M.E., and Ph.D. degrees in computer science from Kyushu Institute of Technology, Fukuoka, Japan, in 2003, 2005, and 2007, respectively. He has held research/faculty positions at Kyushu Institute of Technology, Iizuka, Japan, Kagoshima University, Kagoshima, Japan, and Ehime University, Ehime, Japan. Now, he is an associate professor at Tokyo Institute of Technology, Japan.