SIAT Research
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Apr 28, 2020Researchers Realize Microsized Sphere Rotation by New Microrobotic Manipulation SystemDeveloped a microrobotic manipulation system and realized the precise rotation for microsized sphere. The study was published in IEEE Transactions on Automation Science and Engineering. The precise manipulation of small objects is crucial in fundamental research and industrial applications. Micro-nanorobotic system is regarded as one of the most powerful technique for complex micr... -
Apr 26, 2020Scientists Grade Diabetic Retinopathy Automatically Using Machine Learnig TechnologyIn this study, the scientists proposed a multi-channel based generative adversarial network (MGAN) with semi-supervision to grade DR, which could make full use of labeled data and unlabeled data to... Early diagnosis through regular screening is important for preventing Diabetic retinopathy (DR), but it is time consuming for ophthalmologists to diagnose efficiently.Previous studies from the Shen... -
Apr 23, 2020Researchers Propose New Image Recognition Method Based on Large-Scale DatasetResearchers proposed a product image recognition with guidance learning and noisy supervision, which showed advanced performance of daily product image recognition. The study has published in Compu... Image recognition is the ability of software to identify objects, places, people, writing and actions in the images.Researchers from the Shenzhen Institutes of Advanced Technology (SIAT) of the Chi... -
Apr 21, 2020Advanced Strategy for Metabolite Exploration in Filamentous FungiThe systematic review, led by DENG Huaxiang from the Shenzhen Institutes of Advanced Technology (SIAT) of the Chinese Academy of Sciences and The Jiangnan University, could help scientists to balan... Filamentous fungi contain 50-90 biosynthesis gene clusters (BGCs), encoding polyketides, non-ribosomal peptides, alkaloids, and isoprenoids. However, numerous pathways for metabolite biosynthesis a... -
Apr 16, 2020Researchers Propose New City-wide Parking Guidance SystemA research team led by Dr. PENG Lei from Shenzhen Institutes of Advanced Technology (SIAT) of Chinese Academy of Sciences has proposed a new lightweight technical solution, addressed the current en... Find a good parking place and park your car become one of the most challenging tasks for drivers in China.Though city-wide parking guidance systems (CPGS) is doing much to manage it, the state of a... -
Apr 15, 2020Scientists Propose Novel Pre-alloyed Aluminum Alloy-Type Anode Energy Storage DevicesA novel energy storage devices, combining the pre-alloying and artificial SEI together to enhance the cycling stability of Al anode. Conventional batteries incorporate two electrodes – an anode and a cathode, anode materials like Si, aluminum (Al), Sn, etc., are promising candidates of replacing traditional graphite.However, th... -
Apr 14, 2020Chinese Scientists Optimize Strontium Content to Improve Bioactive Bone CementIn the present study, the scientists found that adding Sr to BGs could modulate the physicochemical properties and osteogenic activity of BG-based bone cements. For example, adding Sr sped up the s... Researchers from the Shenzhen Institutes of Advanced Technology (SIAT) of the Chinese Academy of Sciences have developed a new strontium-substituted bioactive glass (BG) bone cement that optimizes ... -
Apr 13, 2020Deep Stacked Support Matrix Machine Algorithm Show Superior Performance to Classify Complex Matrix-Form Electroencephalogram Data: StudyResearchers from the Shenzhen Institutes of Advanced Technology (SIAT) of the Chinese Academy of Sciences proposed a novel deep architecture that used SMM as its basic module and random shift as th... An electroencephalogram (EEG) is a recording of brain activity.The accurate recognition of movement intentions from EEG signals is essential for achieving Motor imagery (MI)-based BCIs.Among the ra...