Generative and discriminative infinite restricted Boltzmann machine training
Sign Up to like & getrecommendations! Published in 2022 at "International Journal of Intelligent Systems"
DOI: 10.1002/int.22908
Abstract: As one of the essential deep learning models, a restricted Boltzmann machine (RBM) is a commonly used generative training model. By adaptively growing the size of the hidden units, infinite RBM (IRBM) is obtained, which… read more here.
Keywords: generative discriminative; training; boltzmann machine; restricted boltzmann ... See more keywords
Ensemble RBM-based classifier using fuzzy integral for big data classification
Sign Up to like & getrecommendations! Published in 2019 at "International Journal of Machine Learning and Cybernetics"
DOI: 10.1007/s13042-019-00960-3
Abstract: The restricted Boltzmann machine (RBM) is a primary building block of deep learning models. As an efficient representation learning approach, deep RBM can effectively extract sophisticated and informative features from raw data. Little research has… read more here.
Keywords: rbm; fuzzy integral; data classification; big data ... See more keywords
Rubiadin-1-methyl ether from Morinda officinalis How. Inhibits osteoclastogenesis through blocking RANKL-induced NF-κB pathway.
Sign Up to like & getrecommendations! Published in 2018 at "Biochemical and biophysical research communications"
DOI: 10.1016/j.bbrc.2018.10.100
Abstract: Rubiadin-1-methyl ether (RBM) is a natural anthraquinone compound isolated from the root of Morinda officinalis How. In our previous study, RBM was found to have inhibitory effects on the TRAP activity of osteoclasts, which means… read more here.
Keywords: rubiadin methyl; morinda officinalis; rbm; bone ... See more keywords
Ventilation inhomogeneity and bronchial basement membrane changes in chronic neutrophilic airway inflammation.
Sign Up to like & getrecommendations! Published in 2019 at "Chest"
DOI: 10.1016/j.chest.2019.10.023
Abstract: BACKGROUND Bronchial epithelial reticular basement membrane (RBM) thickening occurs in diseases with both eosinophilic [allergic bronchial asthma (AB)] and neutrophilic [cystic fibrosis (CF), primary ciliary dyskinesia (PCD)] chronic airway inflammation; however, lung function and airway… read more here.
Keywords: ventilation inhomogeneity; cytology; rbm; rbm thickness ... See more keywords
Learning framework of multimodal Gaussian-Bernoulli RBM handling real-value input data
Sign Up to like & getrecommendations! Published in 2018 at "Neurocomputing"
DOI: 10.1016/j.neucom.2017.10.018
Abstract: Abstract The conventional Gaussian–Bernoulli restricted Boltzmann machine (GBRBM), which is a RBM model for processing real-valued data, presumes single Gaussian distribution for learning real numbers. However, a single distribution is not able to effectively reflect… read more here.
Keywords: framework; gaussian bernoulli; rbm; proposed framework ... See more keywords
Removable Backbone Modification Method for the Chemical Synthesis of Membrane Proteins.
Sign Up to like & getrecommendations! Published in 2017 at "Accounts of chemical research"
DOI: 10.1021/acs.accounts.7b00001
Abstract: Chemical synthesis can produce water-soluble globular proteins bearing specifically designed modifications. These synthetic molecules have been used to study the biological functions of proteins and to improve the pharmacological properties of protein drugs. However, the… read more here.
Keywords: rbm; group; backbone; chemical synthesis ... See more keywords
Approximating power of machine-learning ansatz for quantum many-body states
Sign Up to like & getrecommendations! Published in 2020 at "Physical Review B"
DOI: 10.1103/physrevb.101.195141
Abstract: An artificial neural network (ANN) with the restricted Boltzmann machine (RBM) architecture was recently proposed as a versatile variational quantum many-body wave function. In this work we provide physical insights into the performance of this… read more here.
Keywords: many body; performance; machine; rbm ... See more keywords
Non-RBM Mutations Impaired SARS-CoV-2 Spike Protein Regulated to the ACE2 Receptor Based on Molecular Dynamic Simulation
Sign Up to like & getrecommendations! Published in 2021 at "Frontiers in Molecular Biosciences"
DOI: 10.3389/fmolb.2021.614443
Abstract: The emergence of novel coronavirus mutants is a main factor behind the deterioration of the epidemic situation. Further studies into the pathogenicity of these mutants are thus urgently needed. Binding of the spinous protein receptor… read more here.
Keywords: non rbm; rbm; ace2 receptor; rbd ... See more keywords
Prevalence and Clinical Significance of Residual or Reconverted Red Bone Marrow on Knee MRI
Sign Up to like & getrecommendations! Published in 2021 at "Diagnostics"
DOI: 10.3390/diagnostics11091531
Abstract: Background: Residual/reconverted red bone marrow (RBM) in adult knees is occasionally observed on routine knee magnetic resonance imaging (MRI). We aimed to identify its prevalence, distribution, and associations with lifestyle factors, knee structural abnormalities, and… read more here.
Keywords: residual reconverted; rbm; reconverted red; mri ... See more keywords
Endobronchial biopsy in the final diagnosis of chronic obstructive pulmonary disease and asthma: a clinicopathological study
Sign Up to like & getrecommendations! Published in 2018 at "Annals of Saudi Medicine"
DOI: 10.5144/0256-4947.2018.118
Abstract: BACKGROUND Asthma and chronic obstructive pulmonary disease (COPD) are chronic conditions with an increasing prevalence in developing countries. The evaluation of endobronchial biopsies has emerged as a tool to differentiate between both conditions via the… read more here.
Keywords: chronic obstructive; obstructive pulmonary; rbm; pulmonary disease ... See more keywords