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1

Research Infrastructures for Hardware Accelerators

Shao, Yakun Sophia, Brooks, David

Journal:

Synthesis Lectures on Computer Architecture

Year:

2015

Language:

english

File:

PDF, 3.40 MB

english, 2015

2

[IEEE 2019 Symposium on VLSI Circuits - Kyoto, Japan (2019.6.9-2019.6.14)] 2019 Symposium on VLSI Circuits - A 0.11 pJ/Op, 0.32-128 TOPS, Scalable Multi-Chip-Module-based Deep Neural Network Accelerator with Ground-Reference Signaling in 16nm

Zimmer, Brian, Venkatesan, Rangharajan, Shao, Yakun Sophia, Clemons, Jason, Fojtik, Matthew, Jiang, Nan, Keller, Ben, Klinefelter, Alicia, Pinckney, Nathaniel, Raina, Priyanka, Tell, Stephen G., Zhang

Year:

2019

Language:

english

File:

PDF, 229 KB

english, 2019

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

Year:

2017

Language:

english

File:

PDF, 729 KB

english, 2017

4

[IEEE 2019 Symposium on VLSI Circuits - Kyoto, Japan (2019.6.9-2019.6.14)] 2019 Symposium on VLSI Circuits - SNAP: A 1.67 — 21.55TOPS/W Sparse Neural Acceleration Processor for Unstructured Sparse Deep Neural Network Inference in 16nm CMOS

Zhang, Jie-Fang, Lee, Ching-En, Liu, Chester, Shao, Yakun Sophia, Keckler, Stephen W., Zhang, Zhengya

Year:

2019

File:

PDF, 466 KB

2019

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

Year:

2014

Language:

english

File:

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

Year:

2013

Language:

english

File:

PDF, 436 KB

english, 2013

7

[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) - Energy characterization and instruction-level energy model of Intel's Xeon Phi processor

Shao, Yakun Sophia, Brooks, David

Year:

2013

Language:

english

File:

PDF, 365 KB

english, 2013

8

[IEEE IEEE International Symposium on Performance Analysis of Systems and Software (ISPASS 2013) - Austin, TX (2013.4.21-2013.4.23)] 2013 IEEE International Symposium on Performance Analysis of Systems and Software (ISPASS) - ISA-independent workload characterization and its implications for specialized architectures

Shao, Yakun Sophia, Brooks, David

Year:

2013

Language:

english

File:

PDF, 2.49 MB

english, 2013

9

The Aladdin Approach to Accelerator Design and Modeling

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

Journal:

Year:

2015

Language:

english

File:

PDF, 3.25 MB

english, 2015

10

[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

Year:

2014

Language:

english

File:

PDF, 164 KB

english, 2014

11

Aladdin

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

Journal:

ACM SIGARCH Computer Architecture News

Year:

2014

Language:

english

File:

PDF, 772 KB

english, 2014

12

[IEEE 2016 49th Annual IEEE/ACM International Symposium on Microarchitecture (MICRO) - Taipei, Taiwan (2016.10.15-2016.10.19)] 2016 49th Annual IEEE/ACM International Symposium on Microarchitecture (MICRO) - Co-designing accelerators and SoC interfaces using gem5-Aladdin

Shao, Yakun Sophia, Xi, Sam Likun, Srinivasan, Vijayalakshmi, Wei, Gu-Yeon, Brooks, David

Year:

2016

Language:

english

File:

PDF, 623 KB

english, 2016

13

[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

Year:

2017

Language:

english

File:

PDF, 240 KB

english, 2017

14

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

Year:

2018

Language:

english

File:

PDF, 10.61 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 - A modular digital VLSI flow for high-productivity SoC design

Khailany, Brucek, Shao, Yakun Sophia, Srinath, Shreesha, Torng, Christopher, Xi, Sam (Likun), Zhang, Yanqing, Zimmer, Brian, Khmer, Evgeni, Venkatesan, Rangharajan, Clemons, Jason, Emer, Joel S., Fojt

Year:

2018

Language:

english

File:

PDF, 1.04 MB

english, 2018

16

[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) - INVITED: A Modular Digital VLSI Flow for High-Productivity SoC Design

Khailany, Brucek, Krimer, Evgeni, Venkatesan, Rangharajan, Clemons, Jason, Emer, Joel S., Fojtik, Matthew, Klinefelter, Alicia, Pellauer, Michael, Pinckney, Nathaniel, Shao, Yakun Sophia, Srinath, Shr

Year:

2018

Language:

english

File:

PDF, 2.06 MB

english, 2018

17

[ACM Press the Twenty-Fourth International Conference - Providence, RI, USA (2019.04.13-2019.04.17)] Proceedings of the Twenty-Fourth International Conference on Architectural Support for Programming Languages and Operating Systems - ASPLOS '19 - Buffets

Pellauer, Michael, Shao, Yakun Sophia, Clemons, Jason, Crago, Neal, Hegde, Kartik, Venkatesan, Rangharajan, Keckler, Stephen W., Fletcher, Christopher W., Emer, Joel

Year:

2019

Language:

english

File:

PDF, 1.94 MB

english, 2019

18

[ACM Press the Twenty-Fourth International Conference - Providence, RI, USA (2019.04.13-2019.04.17)] Proceedings of the Twenty-Fourth International Conference on Architectural Support for Programming Languages and Operating Systems - ASPLOS '19 - Buffets

Pellauer, Michael, Shao, Yakun Sophia, Clemons, Jason, Crago, Neal, Hegde, Kartik, Venkatesan, Rangharajan, Keckler, Stephen W., Fletcher, Christopher W., Emer, Joel

Year:

2019

File:

PDF, 1.94 MB

2019

19

[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 - Simba

Shao, Yakun Sophia, Raina, Priyanka, Tell, Stephen G., Zhang, Yanqing, Dally, William J., Emer, Joel, Gray, C. Thomas, Khailany, Brucek, Keckler, Stephen W., Clemons, Jason, Venkatesan, Rangharajan, Z

Year:

2019

Language:

english

File:

PDF, 10.84 MB

english, 2019

20

[IEEE 2019 IEEE Hot Chips 31 Symposium (HCS) - Cupertino, CA, USA (2019.8.18-2019.8.20)] 2019 IEEE Hot Chips 31 Symposium (HCS) - A 0.11 PJ/OP, 0.32-128 Tops, Scalable Multi-Chip-Module-Based Deep Neural Network Accelerator Designed with A High-Productivity vlsi Methodology

Venkatesan, Rangharajan, Shao, Yakun Sophia, Zimmer, Brian, Clemons, Jason, Fojtik, Matthew, Jiang, Nan, Keller, Ben, Klinefelter, Alicia, Pinckney, Nathaniel, Raina, Priyanka, Tell, Stephen G., Zhang

Year:

2019

File:

PDF, 1.49 MB

2019

21

[IEEE 2019 IEEE/ACM International Conference on Computer-Aided Design (ICCAD) - Westminster, CO, USA (2019.11.4-2019.11.7)] 2019 IEEE/ACM International Conference on Computer-Aided Design (ICCAD) - MAGNet: A Modular Accelerator Generator for Neural Networks

Venkatesan, Rangharajan, Raina, Priyanka, Zhang, Yanqing, Zimmer, Brian, Dally, William J., Emer, Joel, Keckler, Stephen W., Khailany, Brucek, Shao, Yakun Sophia, Wang, Miaorong, Clemons, Jason, Dai,

Year:

2019

Language:

english

File:

PDF, 4.80 MB

english, 2019