Concepedia

Sparsh Mittal

SM

87

Publications

4.8K

Citations

35

H-Index

2009

Active since

Affiliations

Oak Ridge National Laboratory(Current)

Indian Institute of Technology Roorkee

Indian Institute of Technology Hyderabad

Iowa State University

Georgia Institute of Technology

Sparsh Mittal is an author at Oak Ridge National Laboratory specializing in engineering, computer engineering, and computer science.

Top concepts

EngineeringComputer EngineeringComputer ScienceComputer ArchitectureParallel ComputingHardware SecurityMicroelectronicsParallel ProgrammingElectrical EngineeringDeep Learning

Publications per year

2009–2024

87

Publications

87

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

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