A. Parashar

发表论文 43 篇 · 总被引 3697 次 · h-index 20

代表论文

SCNN: An accelerator for compressed-sparse convolutional neural networks (2017 · International Symposium on Computer Architecture · 被引 1264)
Timeloop: A Systematic Approach to DNN Accelerator Evaluation (2019 · IEEE International Symposium on Performance Analysis of Systems and Software · 被引 686)
Understanding Reuse, Performance, and Hardware Cost of DNN Dataflow: A Data-Centric Approach (2018 · Micro · 被引 353)
MAESTRO: A Data-Centric Approach to Understand Reuse, Performance, and Hardware Cost of DNN Mappings (2020 · IEEE Micro · 被引 251)
Mind mappings: enabling efficient algorithm-accelerator mapping space search (2021 · International Conference on Architectural Support for Programming Languages and Operating Systems · 被引 119)
Sparseloop: An Analytical Approach To Sparse Tensor Accelerator Modeling (2022 · Micro · 被引 97)