Sparsh Mittal

A survey of FPGA-based accelerators for convolutional neural networks

Sparsh Mittal · Neural Computing and Applications · 2018 · 381 citations

Engineering, Hardware Algorithm, Convolutional Neural Networks +6

A Survey on optimized implementation of deep learning models on the NVIDIA Jetson platform

Sparsh Mittal · Journal of Systems Architecture · 2019 · 272 citations

Convolutional Neural Network, Engineering, Machine Learning +7

A Survey of Software Techniques for Using Non-Volatile Memories for Storage and Main Memory Systems

Sparsh Mittal, Jeffrey S. Vetter · IEEE Transactions on Parallel and Distributed Systems · 2015 · 256 citations

Hardware Security, Non-volatile Memories, Electrical Engineering +14

A survey of techniques for optimizing deep learning on GPUs

Sparsh Mittal, Shraiysh Vaishay · Journal of Systems Architecture · 2019 · 178 citations

Artificial Intelligence, Engineering, Machine Learning +7

A Survey of ReRAM-Based Architectures for Processing-In-Memory and Neural Networks

Sparsh Mittal · Machine Learning and Knowledge Extraction · 2018 · 172 citations · Full text

Engineering, Machine Learning, Hardware Algorithm +18