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  • Biochemistry and Biotechnology  (2)
  • Strong Interactions  (2)
  • Electronic books.  (1)
  • Electronic structure and strongly correlated systems  (1)
  • 1
    Online Resource
    Online Resource
    Singapore :Springer Singapore Pte. Limited,
    Keywords: Internet of things. ; Electronic books.
    Type of Medium: Online Resource
    Pages: 1 online resource (157 pages)
    Edition: 1st ed.
    ISBN: 9789811333231
    Series Statement: Computer Architecture and Design Methodologies Series
    DDC: 006.31
    Language: English
    Note: Intro -- Preface -- Contents -- 1 Introduction -- 1.1 Internet of Things (IoT) -- 1.2 Machine Learning Accelerator -- 1.3 Organization of This Book -- References -- 2 Fundamentals and Literature Review -- 2.1 Edge Computing on IoT Devices -- 2.2 IoT Based Smart Buildings -- 2.2.1 IoT Based Indoor Positioning System -- 2.2.2 IoT Based Energy Management System -- 2.2.3 IoT Based Network Intrusion Detection System -- 2.3 Machine Learning -- 2.3.1 Machine Learning Basics -- 2.3.2 Distributed Machine Learning -- 2.3.3 Machine Learning Accelerator -- 2.3.4 Machine Learning Model Optimization -- 2.4 Summary -- References -- 3 Least-Squares-Solver for Shallow Neural Network -- 3.1 Introduction -- 3.2 Algorithm Optimization -- 3.2.1 Preliminary -- 3.2.2 Incremental Least-Squares Solver -- 3.3 Hardware Implementation -- 3.3.1 CMOS Based Accelerator -- 3.3.2 RRAM-Crossbar Based Accelerator -- 3.4 Experiment Results -- 3.4.1 CMOS Based Results -- 3.4.2 RRAM Based Results -- 3.5 Conclusion -- References -- 4 Tensor-Solver for Deep Neural Network -- 4.1 Introduction -- 4.2 Algorithm Optimization -- 4.2.1 Preliminary -- 4.2.2 Shallow Tensorized Neural Network -- 4.2.3 Deep Tensorized Neural Network -- 4.2.4 Layer-wise Training of TNN -- 4.2.5 Fine-tuning of TNN -- 4.2.6 Quantization of TNN -- 4.2.7 Network Interpretation of TNN -- 4.3 Hardware Implementation -- 4.3.1 3D Multi-layer CMOS-RRAM Architecture -- 4.3.2 TNN Accelerator Design on 3D CMOS-RRAM Architecture -- 4.4 Experiment Results -- 4.4.1 TNN Performance Evaluation and Analysis -- 4.4.2 TNN Benchmarked Result -- 4.4.3 TNN Hardware Accelerator Result -- 4.5 Conclusion -- References -- 5 Distributed-Solver for Networked Neural Network -- 5.1 Introduction -- 5.1.1 Indoor Positioning System -- 5.1.2 Energy Management System -- 5.1.3 Network Intrusion Detection System -- 5.2 Algorithm Optimization. , 5.2.1 Distributed Neural Network -- 5.2.2 Online Sequential Model Update -- 5.2.3 Ensemble Learning -- 5.3 IoT Based Indoor Positioning System -- 5.3.1 Problem Formulation -- 5.3.2 Indoor Positioning System -- 5.3.3 Experiment Results -- 5.4 IoT Based Energy Management System -- 5.4.1 Problem Formulation -- 5.4.2 Energy Management System -- 5.4.3 Experiment Results -- 5.5 IoT Based Network Security System -- 5.5.1 Problem Formulation -- 5.5.2 Network Intrusion Detection System -- 5.5.3 Experiment Results -- 5.6 Conclusion and Future Works -- References -- 6 Conclusion and Future Works -- 6.1 Conclusion -- 6.2 Recommendations for Future Works -- References.
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  • 2
    Electronic Resource
    Electronic Resource
    New York : Wiley-Blackwell
    Journal of Bioluminescence and Chemiluminescence 10 (1995), S. 239-245 
    ISSN: 0884-3996
    Keywords: Electrochemiluminescence ; magnetic separation ; DNA probes ; PCR ; quantitation ; Chemistry ; Biochemistry and Biotechnology
    Source: Wiley InterScience Backfile Collection 1832-2000
    Topics: Biology , Chemistry and Pharmacology
    Notes: Amplification and detection of target DNA sequences are made possible in a polymerase chain reaction (PCR) by using a mixture of biotinylated and ruthenium(II) trisbipyridal (Ru(bpy)32+)-end-labelled primers. In this way, biotin for capture and Ru(bpy)32+ for detection are directly incorporated into the PCR product obviating subsequent probe hybridization. PCR of a bacterial DNA template from Alteromonas species strain JD6.5 using a cocktail of biotin- and Ru(bpy)32+-labelled primers amplified a 1 kilobase region. Serial dilution of PCR product followed by magnetic separation with Streptavidin (SA)-coated magnetic beads and an electrochemiluminescence (ECL) assay using the semi-automated QPCR System 5000 demonstrated sensitive (pg range) DNA detection. ECL assay of probe hybridization to a human immunodeficiency virus (HIV) sequence also produced pg level sensitivity. Quantitative DNA determination by ECL assay correlated well with visual detection of DNA in electrophoretic gels. However, DNA detection by ECL assay was 10 to 100 times more sensitive than conventional ethidium bromide staining. The combination of DNA-based magnetic separation with ECL assay provides a very sensitive and rapid method of quantitating DNA which, owing to its rapid and facile nature, may have many applications in the research, environmental monitoring, industrial and clinical fields.
    Additional Material: 5 Ill.
    Type of Medium: Electronic Resource
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  • 3
    Electronic Resource
    Electronic Resource
    Chicester [u.a.] : Wiley-Blackwell
    Journal of Molecular Recognition 9 (1996), S. 474-479 
    ISSN: 0952-3499
    Keywords: immunomagnetic separation ; clinical automation ; magnetic beads ; bacteria ; E. coli ; T cells ; Chemistry ; Biochemistry and Biotechnology
    Source: Wiley InterScience Backfile Collection 1832-2000
    Topics: Medicine
    Notes: Immunomagnetic (IM) separation and concentration of specific target ligands or particles, such as bacteria or leukocytes, from complex mixtures, such as bone marrow, blood and other body fluids, is now a widely accepted technique. IM methodologies require high affinity antibodies or other receptors, but are potentially as effective as density gradient separations. Thus, a computer-controlled first-generation immunomagnetic assay system (IMAS) biodetector is being developed for clinical diagnostics. This system is fully automated and affords the advantage of rapid flow-through capture of all types of magnetic beads (MBs) and obviates operator contact with body fluid samples during the collection and analysis phases. In the present work, biotinylated capture antibodies were bound to streptavidin-coated MBs for capture of E. coli O157:H7, T cells and T cell subsets. Samples were automatically vortex mixed with antibody-coated MBs, stained with an acridine dye or fluorescent antibody and collected in a specially designed flow cell containing multiple steel pins, which concentrate external magnetic field lines. IM complexes were rapidly (within minutes), separated from their media in the magnetic field. Magnetically captured particles were automatically rinsed in the flow cell to remove unwanted materials and detection was achieved via a flow-through fluorimeter. Samples can be subsequently captured on a microbiological filter for microscopic visualization and image analysis. Preliminary results demonstrate that rapid detection of target bacteria and leukocytes at low concentrations in body fluids is possible with a total assay time under 1 h. This IM technology has many other potential clinical, industrial and environmental monitoring applications.
    Additional Material: 4 Ill.
    Type of Medium: Electronic Resource
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  • 4
    Publication Date: 2014-10-07
    Description: Author(s): Lang Yu, Hao Liu, and Mei Huang In the chiral symmetric phase, the polarized instanton–anti-instanton molecule pairing induces a nontrivial repulsive interaction in the isoscalar axial-vector channel. As a consequence, one unusual property is observed that in the chiral restoration phase, there is a first order phase transition fo... [Phys. Rev. D 90, 074009] Published Mon Oct 06, 2014
    Keywords: Strong Interactions
    Print ISSN: 0556-2821
    Electronic ISSN: 1089-4918
    Topics: Physics
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  • 5
    Publication Date: 2015-10-24
    Description: Author(s): B. Freelon, Yu Hao Liu, Jeng-Lung Chen, L. Craco, M. S. Laad, S. Leoni, Jiaqi Chen, Li Tao, Hangdong Wang, R. Flauca, Z. Yamani, Minghu Fang, Chinglin Chang, J.-H. Guo, and Z. Hussain We perform a combined experimental-theoretical study of the Fe-oxychalcogenides ( FeO C h ) series La 2 O 2 Fe 2 O M 2 ( M = S , Se), which are among the latest Fe-based materials with the potential to show unconventional high- T c superconductivity (HTSC). A combination of incoherent Hubbard features in x-ray absorp… [Phys. Rev. B 92, 155139] Published Fri Oct 23, 2015
    Keywords: Electronic structure and strongly correlated systems
    Print ISSN: 1098-0121
    Electronic ISSN: 1095-3795
    Topics: Physics
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  • 6
    Publication Date: 2016-07-22
    Description: Author(s): Lang Yu, Hao Liu, and Mei Huang We study the chiral phase transition in the presence of the chiral chemical potential μ 5 using the two-flavor Nambu–Jona-Lasinio model. In particular, we analyze the reason why one can obtain two opposite behaviors of the chiral critical temperature as a function of μ 5 in the framework of different … [Phys. Rev. D 94, 014026] Published Thu Jul 21, 2016
    Keywords: Strong Interactions
    Print ISSN: 0556-2821
    Electronic ISSN: 1089-4918
    Topics: Physics
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