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1

Deep Learning for Computer Architects

Reagen, Brandon, Adolf, Robert, Whatmough, Paul, Wei, Gu-Yeon, Brooks, David

Journal:

Synthesis Lectures on Computer Architecture

Année:

2017

Langue:

english

Fichier:

PDF, 6.78 MB

english, 2017

2

[IEEE 2015 Symposium on VLSI Circuits - Kyoto, Japan (2015.6.17-2015.6.19)] 2015 Symposium on VLSI Circuits (VLSI Circuits) - A multi-chip system optimized for insect-scale flapping-wing robots

Zhang, Xuan, Lok, Mario, Tong, Tao, Chaput, Simon, Lee, Sae Kyu, Reagen, Brandon, Lee, Hyunkwang, Brooks, David, Wei, Gu-Yeon

Année:

2015

Langue:

english

Fichier:

PDF, 578 KB

english, 2015

3

[IEEE 2017 IEEE International Symposium on Circuits and Systems (ISCAS) - Baltimore, MD, USA (2017.5.28-2017.5.31)] 2017 IEEE International Symposium on Circuits and Systems (ISCAS) - Using dynamic dependence analysis to improve the quality of high-level synthesis designs

Garibotti, Rafael, Reagen, Brandon, Shao, Yakun Sophia, Wei, Gu-Yeon, Brooks, David

Année:

2017

Langue:

english

Fichier:

PDF, 729 KB

english, 2017

4

[IEEE 2020 ACM/IEEE 47th Annual International Symposium on Computer Architecture (ISCA) - Valencia, Spain (2020.5.30-2020.6.3)] 2020 ACM/IEEE 47th Annual International Symposium on Computer Architecture (ISCA) - DeepRecSys: A System for Optimizing End-To-End At-Scale Neural Recommendation Inference

Gupta, Udit, Hsia, Samuel, Saraph, Vikram, Wang, Xiaodong, Reagen, Brandon, Wei, Gu-Yeon, Lee, Hsien-Hsin S., Brooks, David, Wu, Carole-Jean

Année:

2020

Fichier:

PDF, 1017 KB

2020

5

[IEEE 2014 ACM/IEEE 41st International Symposium on Computer Architecture (ISCA) - Minneapolis, MN, USA (2014.6.14-2014.6.18)] 2014 ACM/IEEE 41st International Symposium on Computer Architecture (ISCA) - Aladdin: A pre-RTL, power-performance accelerator simulator enabling large design space exploration of customized architectures

Shao, Yakun Sophia, Reagen, Brandon, Wei, Gu-Yeon, Brooks, David

Année:

2014

Langue:

english

Fichier:

PDF, 585 KB

english, 2014

6

[IEEE 2013 IEEE International Symposium on Low Power Electronics and Design (ISLPED) - Beijing, China (2013.09.4-2013.09.6)] International Symposium on Low Power Electronics and Design (ISLPED) - Quantifying acceleration: Power/performance trade-offs of application kernels in hardware

Reagen, Brandon, Shao, Yakun Sophia, Wei, Gu-Yeon, Brooks, David

Année:

2013

Langue:

english

Fichier:

PDF, 436 KB

english, 2013

7

The Aladdin Approach to Accelerator Design and Modeling

Shao, Yakun Sophia, Reagen, Brandon, Wei, Gu-Yeon, Brooks, David

Journal:

Année:

2015

Langue:

english

Fichier:

PDF, 3.25 MB

english, 2015

8

[IEEE 2014 IEEE International Symposium on Workload Characterization (IISWC) - Raleigh, NC, USA (2014.10.26-2014.10.28)] 2014 IEEE International Symposium on Workload Characterization (IISWC) - MachSuite: Benchmarks for accelerator design and customized architectures

Reagen, Brandon, Adolf, Robert, Shao, Yakun Sophia, Wei, Gu-Yeon, Brooks, David

Année:

2014

Langue:

english

Fichier:

PDF, 164 KB

english, 2014

9

Aladdin

Shao, Yakun Sophia, Reagen, Brandon, Wei, Gu-Yeon, Brooks, David

Journal:

ACM SIGARCH Computer Architecture News

Année:

2014

Langue:

english

Fichier:

PDF, 772 KB

english, 2014

10

[IEEE 2016 ACM/IEEE 43rd Annual International Symposium on Computer Architecture (ISCA) - Seoul, South Korea (2016.6.18-2016.6.22)] 2016 ACM/IEEE 43rd Annual International Symposium on Computer Architecture (ISCA) - Minerva: Enabling Low-Power, Highly-Accurate Deep Neural Network Accelerators

Reagen, Brandon, Whatmough, Paul, Adolf, Robert, Rama, Saketh, Lee, Hyunkwang, Lee, Sae Kyu, Hernandez-Lobato, Jose Miguel, Wei, Gu-Yeon, Brooks, David

Année:

2016

Langue:

english

Fichier:

PDF, 1.10 MB

english, 2016

11

A Fully Integrated Battery-Powered System-on-Chip in 40-nm CMOS for Closed-Loop Control of Insect-Scale Pico-Aerial Vehicle

Zhang, Xuan, Lok, Mario, Tong, Tao, Lee, Sae Kyu, Reagen, Brandon, Chaput, Simon, Duhamel, Pierre-Emile J., Wood, Robert J., Brooks, David, Wei, Gu-Yeon

Journal:

IEEE Journal of Solid-State Circuits

Année:

2017

Langue:

english

Fichier:

PDF, 5.64 MB

english, 2017

12

[IEEE 2017 IEEE 60th International Midwest Symposium on Circuits and Systems (MWSCAS) - Boston, MA, USA (2017.8.6-2017.8.9)] 2017 IEEE 60th International Midwest Symposium on Circuits and Systems (MWSCAS) - Methods and infrastructure in the era of accelerator-centric architectures

Reagen, Brandon, Shao, Yakun Sophia, Xi, Sam Likun, Wei, Gu-Yeon, Brooks, David

Année:

2017

Langue:

english

Fichier:

PDF, 240 KB

english, 2017

13

[IEEE 2017 IEEE/ACM International Symposium on Low Power Electronics and Design (ISLPED) - Taipei, Taiwan (2017.7.24-2017.7.26)] 2017 IEEE/ACM International Symposium on Low Power Electronics and Design (ISLPED) - A case for efficient accelerator design space exploration via Bayesian optimization

Reagen, Brandon, Hernandez-Lobato, Jose Miguel, Adolf, Robert, Gelbart, Michael, Whatmough, Paul, Wei, Gu-Yeon, Brooks, David

Année:

2017

Langue:

english

Fichier:

PDF, 582 KB

english, 2017

14

[ACM Press the 55th Annual Design Automation Conference - San Francisco, California (2018.06.24-2018.06.29)] Proceedings of the 55th Annual Design Automation Conference on - DAC '18 - On-chip deep neural network storage with multi-level eNVM

Donato, Marco, Reagen, Brandon, Pentecost, Lillian, Gupta, Udit, Brooks, David, Wei, Gu-Yeon

Année:

2018

Langue:

english

Fichier:

PDF, 1.18 MB

english, 2018

15

[ACM Press the 55th Annual Design Automation Conference - San Francisco, California (2018.06.24-2018.06.29)] Proceedings of the 55th Annual Design Automation Conference on - DAC '18 - Ares

Reagen, Brandon, Gupta, Udit, Pentecost, Lillian, Whatmough, Paul, Lee, Sae Kyu, Mulholland, Niamh, Brooks, David, Wei, Gu-Yeon

Année:

2018

Langue:

english

Fichier:

PDF, 540 KB

english, 2018

16

Assisting High-Level Synthesis Improve SpMV Benchmark Through Dynamic Dependence Analysis

Garibotti, Rafael, Reagen, Brandon, Shao, Yakun Sophia, Wei, Gu-Yeon, Brooks, David

Journal:

IEEE Transactions on Circuits and Systems II: Express Briefs

Année:

2018

Langue:

english

Fichier:

PDF, 10.61 MB

english, 2018

17

[IEEE 2018 55th ACM/ESDA/IEEE Design Automation Conference (DAC) - San Francisco, CA, USA (2018.6.24-2018.6.28)] 2018 55th ACM/ESDA/IEEE Design Automation Conference (DAC) - On-Chip Deep Neural Network Storage with Multi-Level eNVM

Donato, Marco, Reagen, Brandon, Pentecost, Lillian, Gupta, Udit, Brooks, David, Wei, Gu-Yeon

Année:

2018

Langue:

english

Fichier:

PDF, 2.52 MB

english, 2018

18

[IEEE 2018 55th ACM/ESDA/IEEE Design Automation Conference (DAC) - San Francisco, CA, USA (2018.6.24-2018.6.28)] 2018 55th ACM/ESDA/IEEE Design Automation Conference (DAC) - Ares: A framework for quantifying the resilience of deep neural networks

Reagen, Brandon, Gupta, Udit, Pentecost, Lillian, Whatmough, Paul, Lee, Sae Kyu, Mulholland, Niamh, Brooks, David, Wei, Gu-Yeon

Année:

2018

Langue:

english

Fichier:

PDF, 1.05 MB

english, 2018

19

[IEEE 2019 IEEE International Symposium on Performance Analysis of Systems and Software (ISPASS) - Madison, WI, USA (2019.3.24-2019.3.26)] 2019 IEEE International Symposium on Performance Analysis of Systems and Software (ISPASS) - Demystifying Bayesian Inference Workloads

Emma Wang, Yu, Zhu, Yuhao, Ko, Glenn G., Reagen, Brandon, Wei, Gu-Yeon, Brooks, David

Année:

2019

Langue:

english

Fichier:

PDF, 53 KB

english, 2019

20

[ACM Press the 52nd Annual IEEE/ACM International Symposium - Columbus, OH, USA (2019.10.12-2019.10.16)] Proceedings of the 52nd Annual IEEE/ACM International Symposium on Microarchitecture - MICRO '52 - MaxNVM

Pentecost, Lillian, Donato, Marco, Reagen, Brandon, Gupta, Udit, Ma, Siming, Wei, Gu-Yeon, Brooks, David

Année:

2019

Langue:

english

Fichier:

PDF, 2.57 MB

english, 2019

21

[IEEE 2019 28th International Conference on Parallel Architectures and Compilation Techniques (PACT) - Seattle, WA, USA (2019.9.23-2019.9.26)] 2019 28th International Conference on Parallel Architectures and Compilation Techniques (PACT) - MASR: A Modular Accelerator for Sparse RNNs

Gupta, Udit, Reagen, Brandon, Pentecost, Lillian, Donato, Marco, Tambe, Thierry, Rush, Alexander M., Wei, Gu-Yeon, Brooks, David

Année:

2019

Fichier:

PDF, 1.50 MB

2019

22

[IEEE 2020 IEEE International Symposium on High Performance Computer Architecture (HPCA) - San Diego, CA, USA (2020.2.22-2020.2.26)] 2020 IEEE International Symposium on High Performance Computer Architecture (HPCA) - The Architectural Implications of Facebook's DNN-Based Personalized Recommendation

Gupta, Udit, Wu, Carole-Jean, Wang, Xiaodong, Naumov, Maxim, Reagen, Brandon, Brooks, David, Cottel, Bradford, Hazelwood, Kim, Hempstead, Mark, Jia, Bill, Lee, Hsien-Hsin S., Malevich, Andrey, Mudiger

Année:

2020

Fichier:

PDF, 500 KB

2020