Speeded-up Convolution Neural Network for classification tasks using multiscale 2-dimensional decomposition
Sign Up to like & getrecommendations! Published in 2020 at "Neurocomputing"
DOI: 10.1016/j.neucom.2020.05.068
Abstract: Abstract In this paper, we propose a strategy for network simplification and acceleration. First, we propose to generate a suitable resized image using multiscale patching in the first convolutional layer, which can then be used… read more here.
Keywords: classification; using multiscale; network; dimensional decomposition ... See more keywords
Multiscale analysis of interaction between macro crack and microdefects by using multiscale projection method
Sign Up to like & getrecommendations! Published in 2017 at "Theoretical and Applied Fracture Mechanics"
DOI: 10.1016/j.tafmec.2017.03.002
Abstract: Abstract The presence of microdefects near a macro crack tip can induce either amplification or shielding of macro crack propagation. In the present work, microdefects (micro cracks, inclusions, voids) in vicinity of a solitary macro… read more here.
Keywords: using multiscale; macro crack; method; crack tip ... See more keywords
Communities and Cliques in Functional Brain Network Using Multiscale Consensus Approach
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Neural Systems and Rehabilitation Engineering"
DOI: 10.1109/tnsre.2022.3190390
Abstract: The modular organization of the functional brain connectome implies its functional segregation. Correlation matrices extracted from fMRI data are used as adjacency matrices of the connectome, i.e., the functional connectivity network (FCN). The modular organization… read more here.
Keywords: network; consensus; using multiscale; functional brain ... See more keywords
Orthogonal cutting of UD-CFRP using multiscale analysis: Finite element modeling
Sign Up to like & getrecommendations! Published in 2020 at "Journal of Composite Materials"
DOI: 10.1177/0021998319899129
Abstract: Unsuitable surface quality is frequently observed in the machining of composites due to their heterogeneity and anisotropic properties. Thus, minimizing the machining damages requires a thorough understanding of the machining process. In this study, two… read more here.
Keywords: finite element; using multiscale; cfrp using; orthogonal cutting ... See more keywords
Compressive ultraspectral imaging using multiscale structured illumination.
Sign Up to like & getrecommendations! Published in 2019 at "Applied optics"
DOI: 10.1364/ao.58.000f32
Abstract: We present a novel compressive spectral imaging technique that attains spatially resolved ultraspectral resolution. The technique employs a multiscale sampling technique based on the Hadamard basis for the single pixel hyperspectral imager. The proposed multiscale… read more here.
Keywords: multiscale structured; using multiscale; structured illumination; compressive ultraspectral ... See more keywords