Suvadeep Banerjee is a research scientist at Intel Labs, where his research focuses on software-hardware co-design of hardware accelerators for improving the performance of deep neural networks. Suvadeep received his Ph.D. in Electrical and Computer Engineering from Georgia Institute of Technology, USA.
His previous research efforts in Intel involved devising novel stress conditions for improving screening of Intel ICs during the manufacturing process. Suvadeep's research interests primarily include improvement in efficiency and performance of deep neural network algorithms through software and hardware co-optimization.
Research Areas:
Artificial Intelligence(AI)
Compilers & Software Tools
Electronic Design Automation
Functional Safety
Machine Learning