Tech Xplore

New federated learning algorithm enables private, robust, and fast AI development

Three heads are better than one. Versions of this proverb are found worldwide and throughout history. Yet in the race to ...
IEEE

Fast FPGA Accelerator of Graph Cut Algorithm With Threshold Global Relabel and Inertial Push

Abstract: Graph cut algorithms are popular in optimization tasks related to min-cut and max-flow problems. However, modern FPGA graph cut algorithm accelerators still need performance and memory ...
IEEE

PEPPR-DWS on FPGA: Elevating Universal Parallelism and Precision Through Pulse-Enhanced Push-Relabel and Diffusion Wave Search

Abstract: The push-relabel algorithm is recognized as one of the efficient algorithms in the field of graph cut, finding widespread applications in computer vision. While its pixel-level parallel ...