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Peipei Zhou
Peipei Zhou
Assistant Professor, University of Pittsburgh; PhD'19 UCLA
Verifierad e-postadress på pitt.edu - Startsida
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Caffeine: Towards Uniformed Representation and Acceleration for Deep Convolutional Neural Networks
JC Chen Zhang, Zhenman Fang , Peipei Zhou , Peichen Pan
(Donald O. Pederson Best Paper Award) International Conference on Computer …, 2016
504*2016
A fully pipelined and dynamically composable architecture of CGRA
J Cong, H Huang, C Ma, B Xiao, P Zhou
2014 IEEE 22nd Annual International Symposium on Field-Programmable Custom …, 2014
732014
SODA: stencil with optimized dataflow architecture
Y Chi, J Cong, P Wei, P Zhou
(Best Paper Nominee) 2018 IEEE/ACM International Conference on Computer …, 2018
662018
Bandwidth optimization through on-chip memory restructuring for HLS
J Cong, P Wei, CH Yu, P Zhou
2017 54th ACM/EDAC/IEEE Design Automation Conference (DAC), 1-6, 2017
452017
Best-effort FPGA programming: A few steps can go a long way
J Cong, Z Fang, Y Hao, P Wei, CH Yu, C Zhang, P Zhou
arXiv preprint arXiv:1807.01340, 2018
232018
Doppio: I/O-Aware Performance Analysis, Modeling and Optimization for In-Memory Computing Framework
P Zhou, Z Ruan, Z Fang, M Shand, D Roazen, J Cong
(Best Paper Nominee) International Symposium on Performance Analysis of …, 2018
212018
ST-Accel: A high-level programming platform for streaming applications on FPGA
Z Ruan, T He, B Li, P Zhou, J Cong
2018 IEEE 26th Annual International Symposium on Field-Programmable Custom …, 2018
202018
Latte: Locality aware transformation for high-level synthesis
J Cong, P Wei, CH Yu, P Zhou
2018 IEEE 26th Annual International Symposium on Field-Programmable Custom …, 2018
172018
CS-BWAMEM: A fast and scalable read aligner at the cloud scale for whole genome sequencing
PZ Yu-Ting Chen, Jason Cong, Sen Li, Myron Peto, Paul Spellman, Peng Wei
High Throughput Sequencing Algorithms and Applications (HiTSeq), Poster Session, 2015
14*2015
Energy Efficiency of Full Pipelining: A Case Study for Matrix Multiplication
P Zhou, H Park, Z Fang, J Cong, A DeHon
2016 IEEE 24th Annual International Symposium on Field-Programmable Custom …, 2016
92016
ARAPrototyper: Enabling rapid prototyping and evaluation for accelerator-rich architectures
YT Chen, J Cong, Z Fang, B Xiao, P Zhou
arXiv preprint arXiv:1610.09761, 2016
42016
Algorithm-Hardware Co-design for BQSR Acceleration in Genome Analysis ToolKit
M Lo, Z Fang, J Wang, P Zhou, MCF Chang, J Cong
2020 IEEE 28th Annual International Symposium on Field-Programmable Custom …, 2020
22020
EF-Train: Enable Efficient On-device CNN Training on FPGA Through Data Reshaping for Online Adaptation or Personalization
Y Tang, X Zhang, P Zhou, J Hu
ACM Transactions on Design Automation of Embedded Systems (TODAES) Special …, 2022
12022
Mocha: Multinode cost optimization in heterogeneous clouds with accelerators
P Zhou, J Sheng, CH Yu, P Wei, J Wang, D Wu, J Cong
The 2021 ACM/SIGDA International Symposium on Field-Programmable Gate Arrays …, 2021
12021
An optimal microarchitecture for stencil computation with data reuse and fine-grained parallelism
Y Chi, P Zhou, J Cong
Proceedings of the 2018 ACM/SIGDA International Symposium on Field …, 2018
12018
Araprototyper: Enabling rapid prototyping and evaluation for accelerator-rich architecture (abstact only)
YT Chen, J Cong, Z Fang, P Zhou
Proceedings of the 2016 ACM/SIGDA International Symposium on Field …, 2016
12016
H2H: Heterogeneous Model to Heterogeneous System Mapping with Computation and Communication Awareness
X Zhang, C Hao, P Zhou, A Jones, J Hu
arXiv preprint arXiv:2204.13852, 2022
2022
Algorithm-hardware Co-design of Attention Mechanism on FPGA Devices
X Zhang, Y Wu, P Zhou, X Tang, J Hu
ACM Transactions on Embedded Computing Systems (TECS) 20 (5s), 1-24, 2021
2021
Modeling and Optimization for Customized Computing: Performance, Energy and Cost Perspective
P Zhou
University of California, Los Angeles, 2019
2019
A Fully Pipelined and Dynamically Composable Architecture of CGRA (Coarse Grained Reconfigurable Architecture)
P Zhou
University of California, Los Angeles, 2014
2014
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Artiklar 1–20