Concepedia

Vinay Amatya

VA

8

Publications

198

Citations

8

H-Index

2017

Active since

Affiliations

Pacific Northwest National Laboratory(Current)

Harvard University Press

Politecnico di Milano

Vinay Amatya is an author at Pacific Northwest National Laboratory specializing in engineering, parallel computing, and computer science.

Top concepts

EngineeringComputer ScienceParallel ComputingParallel ProgrammingComputer ArchitectureDeep LearningMachine LearningComputer EngineeringCompilersData Science

Publications per year

2017–2022

8

Publications

8

GossipGraD: Scalable Deep Learning using Gossip Communication based Asynchronous Gradient Descent

Jeff Daily, Abhinav Vishnu, Charles Siegel et al. · arXiv (Cornell University) · 2018 · 81 citations · Full text

Engineering, Machine Learning, Gossip Communication +19

An MLIR-based Compiler Flow for System-Level Design and Hardware Acceleration

Nícolas Bohm Agostini, Serena Curzel, Vinay Amatya et al. · Proceedings of the 41st IEEE/ACM International Conference on Computer-Aided Design · 2022 · 30 citations · Full text

Bridging Python to Silicon: The SODA Toolchain

Nícolas Bohm Agostini, Serena Curzel, Jeff Zhang et al. · IEEE Micro · 2022 · 24 citations · Full text

Engineering, Advanced Computing, Compiler Technology +19

Automated Generation of Integrated Digital and Spiking Neuromorphic Machine Learning Accelerators

Serena Curzel, Nícolas Bohm Agostini, Shihao Song et al. · 2021 IEEE/ACM International Conference On Computer Aided Design (ICCAD) · 2021 · 17 citations · Full text

Artificial Intelligence, Engineering, Soda Synthesizer +16

What does fault tolerant deep learning need from MPI?

Vinay Amatya, Abhinav Vishnu, Charles Siegel et al. · 2017 · 13 citations

Ai Reliability, Cluster Computing, Engineering +14

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