To Spike or Not to Spike? A Quantitative Comparison of SNN and CNN FPGA Implementations

Patrick Plagwitz, Frank Hannig, Jürgen Teich +1

Convolutional Neural Networks (CNNs) are widely employed to solve various problems, e.g., image classification. Due to their compute- and data-intensive nature, CNN accelerators ha…