Philip H. W. Leong

A Flexible FPGA-based Butterfly Engine for Accelerating Signal Processing and Machine Learning

Field-programmable gate arrays (FPGAs) have emerged as efficient accelerators for both neural network (NN) inference and digital signal processing (DSP) tasks, particularly on resource-constrained edge devices. While previous NN accelerators based on butterfly operations demonstrate significant acceleration for inferen...