One paper accepted to IEEE Micro (Journal, SCIE)

One paper was accepted to IEEE Micro. Our paper presents an accelerator architecture using logarithmic number systems, called LogFlex, which applies an adaptive log-domain quantization scheme based on data distributions to provide higher accuracy with low-precision quantized data formats. LogFlex enables near-FP16 accuracy while consuming 33% less energy than FP8-based accelerators.