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This letter adopts long short-term memory (LSTM) to predict sea surface temperature (SST), and makes short-term prediction, including one day and three days, and long-term prediction, including weekly mean and monthly mean. The SST prediction problem is formulated as a time series regression problem. The proposed network architecture is composed of two kinds of layers: an LSTM layer and a full-connected...
Object detection and tracking under the microscopic field of view is an important part in a vision based automated cell injection system. This paper introduces a novel method for recognizing and tracking the cell, the holding pipette and the injection pipette in an Intracytoplasmic Sperm Injection (ICSI) process. The algorithm for identification firstly automatically segmented the microscopic image...
The data exchange capacity among each processing units was a key factor in performance of multiprocessor parallel system. Parallel interconnection based on master-slave architecture constrained by several factors could not be further increased bandwidth. However, high-speed serial interconnect based on point-to-point architecture could achieve greater bandwidth. This paper presented a new multi-processor...
In order to solve an intra-system interface for chip-to-chip and board-to-board communications and meet the explosive demand for higher bandwidth and more efficient signal processing and data transmission in typical embedded system, here is an active demand that adopting a new system interconnect technology to ensure that bus performance continues to increase. The RapidIO is proposed in the paper...
The size of volumetric data generated by medical imaging and scientific simulations is increased significantly due to the dramatic advances in medical imaging modalities and computing technologies. The volumetric data generally need to be visualized and marching cubes algorithm (MC for short) is one of the standard methods of the isosurface extraction for the medical applications. However, MC algorithm...
Cell broadband engine (Cell BE) is a state-of-the-art heterogeneous multi-core processor. It is an accelerator-based multi-core architecture, which contains a powerful 64-bit dual-threaded PowerPC core and eight high efficient single-instruction-multiple-data (SIMD) cores. Apart from traditional parallel systems, the users must explicitly manage the communication, scheduling and load-balancing to...
The programming is still a challenging issue for the high performance distributed computing (HPDC) platform, and it is critical to the popularity of peer-to-peer (P2P) based HPDC systems. Therefore, this paper focuses on the design and implementation of OMP, a one-sided message passing programming model for unstructured P2P computing system, P2HP. Based on taskspsila execution flow, P2HP provides...
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