Abstract—In high level synthesis a data-flow graph (DFG) description of an algorithm is mapped onto a register transfer level description of an architecture. Each node of the DFG is scheduled to a specific time and allocated to a processor. In this paper we present new integer linear programming (ILP) models which generate a blocked schedule for a DFG with automatic retiming, pipelining, and un...

The data imbalance problem is a frequent bottleneck in the classification performance of neural networks. In this paper, we propose novel supervised discriminative feature generation (DFG) method for minority class dataset. DFG based on modified structure generative adversarial network consisting four independent networks: generator, discriminator, extractor, and classifier. To augment selected...

Abstract We propose and numerically investigate integrated photonic crystal waveguides (PhC-WGs) formed in a semiconductor slab to realize an ultrasmall highly efficient terahertz (THz) wave source. The structure consists of straight PhC-WG with low-group-velocity low-dispersion (LVLD) for difference frequency generation (DFG) connected two PhC-WGs introduce fundamental lights into the LVLD PhC...

The quality and yield of ginseng are significantly affected by ecological factors, especially soil, which is a complex environment. This study compared the quality, yield, soil differences in Mongolian oak forest (MOFG), birch (BFG), mixed wood (MWFG), poplar (PFG), farmland (FlG), felling (DfG). Based on these differences, relationship between three was explored, as most suitable type for deve...

To our knowledge, there is no report of dermis-fat graft (DFG) implant for orbital reconstruction from Oman. We hereby presented a case report of a 10-year-old boy with a blind and painful left eye secondary to penetrating eye injury presented with implant extrusion following evisceration with a polymethyl methacrylate implant. The evisceration procedure was converted to enucleation and a DFG o...