Now showing items 1-2 of 2

    • Implementing FPGA-optimized Systolic Arrays using 2D Knapsack and Evolutionary Algorithms 

      Chan, Long Chan (University of Waterloo, 2022-01-25)
      Underutilization of FPGA resources is a significant challenge in deploying FPGAs as neural network accelerators. We propose an FPGA-optimized systolic array architecture improving the CNN inference throughput by orders ...
    • Opposition-Based Differential Evolution 

      Rahnamayan, Shahryar (University of Waterloo, 2007-05-07)
      Evolutionary algorithms (EAs) are well-established techniques to approach those problems which for the classical optimization methods are difficult to solve. Tackling problems with mixed-type of variables, many local optima, ...


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