My research focusses on architecture and programming models for accelerator-based computing. Currently, I am working in the area of Deep Learning.
Our most recent paper on a Deep Learning Processor Core to be presented at the VLSI'18:
"A Scalable Multi‐TeraOPS Deep Learning Processor Core for AI Training and Inference,"
B. Fleischer, S. Shukla, M.Ziegler, J. Silberman, J. Oh, V. Srinivasan, J. Choi, S. Mueller, A. Agrawal, T. Babinsky, N. Cao, C.Y. Chen, P. Chuang, T.Fox, G. Gristede, M. Guillorn, H. Haynie, M. Klaiber, D. Lee, S.Lo, G. Maier, M. Scheuermann, S. Venkataramani, C. Vezyrtzis, N. Wang, F. Yee, C. Zhou, P.‐F. Lu, B. Curran, L. Chang, K. Gopalakrishnan