Concepedia

Soroush Ghodrati

SG

5

Publications

254

Citations

5

H-Index

2018

Active since

Affiliations

University of California San Diego(Current)

Google (United States)

University of Illinois Urbana-Champaign

Soroush Ghodrati is an author at University of California San Diego specializing in computer science, computer engineering, and deep learning.

Top concepts

EngineeringDeep LearningComputer ScienceMachine LearningComputer EngineeringParallel ComputingComputer ArchitectureData ScienceArtificial IntelligenceLanguage

Publications per year

2018–2024

5

Publications

5

Planaria: Dynamic Architecture Fission for Spatial Multi-Tenant Acceleration of Deep Neural Networks

Soroush Ghodrati, Byung Hoon Ahn, Joon Kyung Kim et al. · 2020 · 110 citations

Artificial Intelligence, Convolutional Neural Network, Engineering +24

FlexiGAN: An End-to-End Solution for FPGA Acceleration of Generative Adversarial Networks

Amir Yazdanbakhsh, Michael Brzozowski, Behnam Khaleghi et al. · 2018 · 70 citations

Artificial Intelligence, Conventional Convolution, Engineering +18

Accelerating attention through gradient-based learned runtime pruning

Zheng Li, Soroush Ghodrati, Amir Yazdanbakhsh et al. · 2022 · 43 citations · Full text

Structured Prediction, Llm Fine-tuning, Engineering +20

VeriGOOD-ML: An Open-Source Flow for Automated ML Hardware Synthesis

Hadi Esmaeilzadeh, Soroush Ghodrati, Jie Gu et al. · 2021 IEEE/ACM International Conference On Computer Aided Design (ICCAD) · 2021 · 17 citations

Engineering, Machine Learning, Hardware Algorithm +16

Tandem Processor: Grappling with Emerging Operators in Neural Networks

Soroush Ghodrati, Sean Kinzer, Hanyang Xu et al. · 2024 · 14 citations · Full text

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