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Open AccessTwo-dimensional materials for future information technology: status and prospects
Over the past 70 years, the semiconductor industry has undergone transformative changes, largely driven by the miniaturization of devices and the integration of innovative structures and materials. Two-dimensi...
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Article
Supervised graph contrastive learning for cancer subtype identification through multi-omics data integration
Cancer is one of the most deadly diseases in the world. Accurate cancer subtype classification is critical for patient diagnosis, treatment, and prognosis. Ever-increasing multi-omics data describes the charac...
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Article
Two-dimensional materials-based integrated hardware
In recent years, two-dimensional (2D) materials-based fundamental preparing process such as high-quality wafer-level single crystal thin film synthesis technology and high-performance electrode preparing techn...
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A two-stage segmentation of sublingual veins based on compact fully convolutional networks for Traditional Chinese Medicine images
As one of the key methods of Traditional Chinese Medicine inspection, tongue diagnosis manifests the advantages of simplicity and directness. Sublingual veins can provide essential information about human heal...
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Article
Advances in wide-tuning and narrow-linewidth external-cavity diode lasers
The external-cavity diode laser is advantageous in terms of low noise, high side-mode suppression ratio, high temperature stability, simple structure, and low cost, which has been the preferred scheme to reali...
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Article
On the convergence and improvement of stochastic normalized gradient descent
Non-convex models, like deep neural networks, have been widely used in machine learning applications. Training non-convex models is a difficult task owing to the saddle points of models. Recently, stochastic n...
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Advances in narrow linewidth diode lasers
The smart travel era has come and requirement for high precision lidar detection technology is higher and higher. The new solid-state lidars can meet the requirements of intelligent cars in the future, with th...
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HeMatch: A redundancy layout placement scheme for erasure-coded storages in practical heterogeneous failure patterns
Erasure codes are widely used in storage systems for providing data reliability due to the advantage of high storage efficiency, while the access efficiency becomes the main shortcoming because of the extra da...
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Global core, and galaxy structure of networks
We propose a novel approach, namely local reduction of networks, to extract the global core (GC, for short) from a complex network. The algorithm is built based on the small community phenomenon of networks. The ...
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Open AccessMassively parallel non-stationary EEG data processing on GPGPU platforms with Morlet continuous wavelet transform
Morlet continuous wavelet transform (MCWT) has been widely used to process non-stationary electro-encephalogram (EEG) data. Nowadays, the MCWT application for processing EEG data is time-sensitive and data-int...
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A scalable code dissemination protocol in heterogeneous wireless sensor networks
Code dissemination is currently a major research issue in wireless sensor networks (WSNs). Many studies focus on code dissemination in homogeneous WSNs, mainly using a broadcast approach to solve this problem;...
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Balanced multiple description subband coding based on multifilter banks
Multiple description coding is one of the source coding techniques to alleviate the problems of packet loss in network. The encoder generates several different descriptions of the source and the decoder can pr...
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A multiple user sharing behaviors based approach for fake file detection in P2P environments
File pollution is a problem that is threatening security and availability in peer-to-peer environments, and could eventually be fatal to the survival of these systems. Current methods of fake file detection, w...
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Superscalar communication: A runtime optimization for distributed applications
Building distributed applications is difficult mostly because of concurrency management. Existing approaches primarily include events and threads. Researchers and developers have been debating for decades to p...
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RAID-M: A high performance RAID Matrix mass storage
In the light of the increasingly serious I/O bottleneck problem, the paper puts forward a method named RAID-M (RAID Matrix) to build high performance mass storage from cheap PC components based on the idea of ...
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Introduction to the Journal on Digital Libraries special issue on Asian digital libraries