Browsing Engineering (Faculty of) by Author "Chan, Long Chan"
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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 ...