Artificial Intelligence and Hardware Accelerators

Introduction.- AI Hardware Accelerators.- AI Accelerators for Standalone Compute.- AI Accelerators for Servers and Cloud Applications.- AI Accelerators for Configurable Hardware.- Hardware Architecture for Smartphones.- Software and Benchmark for Smartphones.- Hardware Accelerators for Autonomous Vehicles.- Hardware Accelerators in Embedded Systems.- Processing-In-Memory based Hardware Accelerator.- Emerging CNN Hardware Architectures for Energy-efficient AI.- Neuromorphic Hardware Accelerators.

Ashutosh Mishra has received his B.Tech. degree in Electronics and Communication Engineering from Uttar Pradesh Technical University Lucknow, India, in 2008. He completed his master's in Microelectronics & VLSI design from the National Institute of Technology Allahabad, India, in 2011. He has earned his Ph.D. degree in 2018 from the Department of Electronics Engineering, Indian Institute of Technology (BHU) Varanasi, India. He has worked as an Assistant professor in Electronics and Communication Engineering at the National Institute of Technology Raipur, India. He is the recipient of the Korea Research Fellowship (KRF) 2019 provided by the National Research Foundation of Korea through the Ministry of Science & ICT, South Korea. Currently, he is working as a Research faculty & Brain Pool Fellow in the Seamless Transportation Lab, School of Integrated Technology, Yonsei University, South Korea. His research interests include  Intelligent systems, Autonomous vehicles,  Artificial Intelligence, Convergence Technology, etc. 

Jaekwang Cha received his B.S. degree from the School of Electrical and Electronics Engineering, Yonsei University in 2014. He received his M.S. and Ph.D. from the School of Integrated Technology, Yonsei University, South Korea, in 2020. He is currently working as a Postdoctoral researcher in the Seamless Transportation Lab at the School of Integrated Technology, Yonsei University, South Korea. AR/VR systems, Autonomous vehicles, Computer vision, and Artificial intelligence are his main research interests.


Hyunbin Park received his B.S. degree from the School of Electrical and Electronics Engineering, Yonsei University in 2013. He received his M.S. and Ph.D. from the School of Integrated Technology, Yonsei University, South Korea, in 2019. He has also worked as a Postdoctoral researcher at the School of Integrated Technology, Yonsei University, after obtaining his Ph.D. degree.