Kevin E. Murray

Publication Activity (10 Years)

Years Active: 2013-2023
Publications (10 Years): 10

Top Topics

Reinforcement Learning

Error Probability

Software Implementation

Top Venues

ACM Trans. Reconfigurable Technol. Syst.

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.

Publications

Fatemehsadat Mahmoudi, Mohamed A. Elgammal, Soheil Gholami Shahrouz, Kevin E. Murray, Vaughn Betz
Respect the Difference: Reinforcement Learning for Heterogeneous FPGA Placement. ICFPT (2023)
Mohamed A. Elgammal, Kevin E. Murray, Vaughn Betz
RLPlace: Using Reinforcement Learning and Smart Perturbations to Optimize FPGA Placement. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 41 (8) (2022)
Kevin E. Murray, Oleg Petelin, Sheng Zhong, Jia Min Wang, Mohamed Eldafrawy, Jean-Philippe Legault, Eugene Sha, Aaron Graham, Jean Wu, Matthew J. P. Walker, Hanqing Zeng, Panagiotis Patros, Jason Luu, Kenneth B. Kent, Vaughn Betz
VTR 8: High-performance CAD and Customizable FPGA Architecture Modelling. ACM Trans. Reconfigurable Technol. Syst. 13 (2) (2020)
Kevin E. Murray, Jason Luu, Matthew J. P. Walker, Conor McCullough, Sen Wang, Safeen Huda, Bo Yan, Charles Chiasson, Kenneth B. Kent, Jason Helge Anderson, Jonathan Rose, Vaughn Betz
Optimizing FPGA Logic Block Architectures for Arithmetic. IEEE Trans. Very Large Scale Integr. Syst. 28 (6) (2020)
Kevin E. Murray, Sheng Zhong, Vaughn Betz
AIR: A Fast but Lazy Timing-Driven FPGA Router. ASP-DAC (2020)
Mohamed A. Elgammal, Kevin E. Murray, Vaughn Betz
Learn to Place: FPGA Placement Using Reinforcement Learning and Directed Moves. FPT (2020)
Kevin E. Murray, Mohamed A. Elgammal, Vaughn Betz, Tim Ansell, Keith Rothman, Alessandro Comodi
SymbiFlow and VPR: An Open-Source Design Flow for Commercial and Novel FPGAs. IEEE Micro 40 (4) (2020)
Kevin E. Murray, Andrea Suardi, Vaughn Betz, George A. Constantinides
Calculated Risks: Quantifying Timing Error Probability With Extended Static Timing Analysis. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 38 (4) (2019)
Kevin E. Murray, Vaughn Betz
Tatum: Parallel Timing Analysis for Faster Design Cycles and Improved Optimization. FPT (2018)
Kevin E. Murray, Andrea Suardi, Vaughn Betz, George A. Constantinides
Quantifying error: Extending static timing analysis with probabilistic transitions. DATE (2017)
Kevin E. Murray, Vaughn Betz
HETRIS: Adaptive floorplanning for heterogeneous FPGAs. FPT (2015)
Kevin E. Murray, Scott Whitty, Suya Liu, Jason Luu, Vaughn Betz
Timing-Driven Titan: Enabling Large Benchmarks and Exploring the Gap between Academic and Commercial CAD. ACM Trans. Reconfigurable Technol. Syst. 8 (2) (2015)
Kevin E. Murray, Vaughn Betz
Quantifying the cost and benefit of latency insensitive communication on FPGAs. FPGA (2014)
Kevin E. Murray, Scott Whitty, Suya Liu, Jason Luu, Vaughn Betz
Titan: Enabling large and complex benchmarks in academic CAD. FPL (2013)
Kevin E. Murray, Scott Whitty, Suya Liu, Jason Luu, Vaughn Betz
From Quartus to VPR: Converting HDL to BLIF with the Titan flow. FPL (2013)