performs a set of operations on these data stream elements, and then passes on the results to the next stage. Another interpretation is a shared-memorymultiprocessor(Section 2.8.1) where, as the name suggests, multiple processors each with its own instruction stream work on the same (therefore...
The work in this paper is organized as follows: “Multi-modal PQD classification model” section proposes a multi-modal PQD classification model. “Simulation experiments” section verifies the effectiveness of the method through simulation experiments. “Conclusion” section is the conclusion. Multi-mod...
The marcoblocks within a sub-section have no data dependency with the marcoblocks in other sub-sections. The estimation order is shown by Fig. 3(b). Due to this sub-section division, we can make full use of the multiprocessors in different GPUs to process different sub-sections in ...
Let’s say I have a suite of 100 automated tests. When I run these tests, the framework will execute each test individually and yield a pass or fail result for the test. At the end of the suite, the framework will aggregate all the results together into one report. In the best case,...
Each level of a pyramid is a mesh, and the bottom level or the level with maximum nodes (2n 2n) is called the base level. The ratio of nodes in a lower level to the node(s) in the adjacent upper level is 4:1. The topmost level ( level 0) is called the apex of the pyramid...
Deep learning-based medical image segmentation has made great progress over the past decades. Scholars have proposed many novel transformer-based segmentation networks to solve the problems of building long-range dependencies and global context connectio
Each level of a pyramid is a mesh, and the bottom level or the level with maximum nodes (2n 2n) is called the base level. The ratio of nodes in a lower level to the node(s) in the adjacent upper level is 4:1. The topmost level ( level 0) is called the apex of the pyramid...
In this section, the detail of GPA-TUNet method is described, including research motivation, the architecture of network and related modules. Research motivation Recently, there are some defects in medical image segmentation method that need to be dealt with: (1) CNNs extract local information si...
That robustness and reliability are extended to all systems in a sysplex through cross-system workload balancing and data sharing using the coupling technologies. Therefore, applications on multiple systems can be available continuously to end users, yet the applications are shielded behind a single-...
(a–c) shows 3 × 3 arrays of pyramid, hierarchical gecko palm-like pillars and standing helixes on surface, respectively. (d–f) shows the same microstructures fabricated in channel. Full size image High-efficiency multifoci integration of 3D functional filters ...