two-component gaussian-mixture-model (gmm) Search Results


two-component gaussian mixture model (gmm) classifier  (MathWorks Inc)
90
MathWorks Inc two-component gaussian mixture model (gmm) classifier
Two Component Gaussian Mixture Model (Gmm) Classifier, supplied by MathWorks Inc, used in various techniques. Bioz Stars score: 90/100, based on 1 PubMed citations. ZERO BIAS - scores, article reviews, protocol conditions and more
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matlab fitgmdist function  (MathWorks Inc)
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MathWorks Inc matlab fitgmdist function
Matlab Fitgmdist Function, supplied by MathWorks Inc, used in various techniques. Bioz Stars score: 90/100, based on 1 PubMed citations. ZERO BIAS - scores, article reviews, protocol conditions and more
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gaussian mixture model  (STATA Corporation)
90
STATA Corporation gaussian mixture model
Gaussian Mixture Model, supplied by STATA Corporation, used in various techniques. Bioz Stars score: 90/100, based on 1 PubMed citations. ZERO BIAS - scores, article reviews, protocol conditions and more
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gaussian mixture model  (MathWorks Inc)
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MathWorks Inc gaussian mixture model
Complexin promotes the linker-open state of neuronal SNARE complexes. a , c , d High-speed observations (1.2 kHz) of the conformational intermediates during the unzipping of a SNARE complex. The measured distributions of extensions (black lines displayed to the right of the traces) are overlaid with their identified <t>Gaussian</t> components color-coded green, magenta, orange, and gray from the lowest. Dotted areas are magnified on the right. The locations of the peaks are indicated with dashed lines of the same color and with numbers. b A model for the intermediate conformations of a SNARE complex with calculated values of extension. e Force-dependent shifts in extension distribution with the indicated Gaussian components. The color code is the same as in a – d . f Force-dependent equilibria among the three zippered conformations in the absence (upper) and presence (lower) of Cpx. Solid lines represent the fits to a three-state equilibrium model (Supplementary Note ). Data are represented as mean ± s.d. of more than three measurements. g , i , j High-speed observations of the conformational intermediates during the zippering of a SNARE complex. The color code is the same as in a – f . h Comparisons of conformational equilibria during unzipping (upper; 10 → 14 pN) and zippering (lower; 16 → 14 pN) of a single SNARE complex. In all panels, vertical scale bars represent 20 nm. Horizontal scale bars represent 1 and 0.1 s (on left and right in a , c , d , g , i , j , respectively), and 10 nm (in e , h )
Gaussian Mixture Model, supplied by MathWorks Inc, used in various techniques. Bioz Stars score: 90/100, based on 1 PubMed citations. ZERO BIAS - scores, article reviews, protocol conditions and more
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i-softmax loss function  (SoftMax Inc)
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SoftMax Inc i-softmax loss function
Complexin promotes the linker-open state of neuronal SNARE complexes. a , c , d High-speed observations (1.2 kHz) of the conformational intermediates during the unzipping of a SNARE complex. The measured distributions of extensions (black lines displayed to the right of the traces) are overlaid with their identified <t>Gaussian</t> components color-coded green, magenta, orange, and gray from the lowest. Dotted areas are magnified on the right. The locations of the peaks are indicated with dashed lines of the same color and with numbers. b A model for the intermediate conformations of a SNARE complex with calculated values of extension. e Force-dependent shifts in extension distribution with the indicated Gaussian components. The color code is the same as in a – d . f Force-dependent equilibria among the three zippered conformations in the absence (upper) and presence (lower) of Cpx. Solid lines represent the fits to a three-state equilibrium model (Supplementary Note ). Data are represented as mean ± s.d. of more than three measurements. g , i , j High-speed observations of the conformational intermediates during the zippering of a SNARE complex. The color code is the same as in a – f . h Comparisons of conformational equilibria during unzipping (upper; 10 → 14 pN) and zippering (lower; 16 → 14 pN) of a single SNARE complex. In all panels, vertical scale bars represent 20 nm. Horizontal scale bars represent 1 and 0.1 s (on left and right in a , c , d , g , i , j , respectively), and 10 nm (in e , h )
I Softmax Loss Function, supplied by SoftMax Inc, used in various techniques. Bioz Stars score: 90/100, based on 1 PubMed citations. ZERO BIAS - scores, article reviews, protocol conditions and more
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gaussian mixture model fitgmdist  (MathWorks Inc)
90
MathWorks Inc gaussian mixture model fitgmdist
Complexin promotes the linker-open state of neuronal SNARE complexes. a , c , d High-speed observations (1.2 kHz) of the conformational intermediates during the unzipping of a SNARE complex. The measured distributions of extensions (black lines displayed to the right of the traces) are overlaid with their identified <t>Gaussian</t> components color-coded green, magenta, orange, and gray from the lowest. Dotted areas are magnified on the right. The locations of the peaks are indicated with dashed lines of the same color and with numbers. b A model for the intermediate conformations of a SNARE complex with calculated values of extension. e Force-dependent shifts in extension distribution with the indicated Gaussian components. The color code is the same as in a – d . f Force-dependent equilibria among the three zippered conformations in the absence (upper) and presence (lower) of Cpx. Solid lines represent the fits to a three-state equilibrium model (Supplementary Note ). Data are represented as mean ± s.d. of more than three measurements. g , i , j High-speed observations of the conformational intermediates during the zippering of a SNARE complex. The color code is the same as in a – f . h Comparisons of conformational equilibria during unzipping (upper; 10 → 14 pN) and zippering (lower; 16 → 14 pN) of a single SNARE complex. In all panels, vertical scale bars represent 20 nm. Horizontal scale bars represent 1 and 0.1 s (on left and right in a , c , d , g , i , j , respectively), and 10 nm (in e , h )
Gaussian Mixture Model Fitgmdist, supplied by MathWorks Inc, used in various techniques. Bioz Stars score: 90/100, based on 1 PubMed citations. ZERO BIAS - scores, article reviews, protocol conditions and more
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gmdistribution.fit in matlab  (MathWorks Inc)
90
MathWorks Inc gmdistribution.fit in matlab
Complexin promotes the linker-open state of neuronal SNARE complexes. a , c , d High-speed observations (1.2 kHz) of the conformational intermediates during the unzipping of a SNARE complex. The measured distributions of extensions (black lines displayed to the right of the traces) are overlaid with their identified <t>Gaussian</t> components color-coded green, magenta, orange, and gray from the lowest. Dotted areas are magnified on the right. The locations of the peaks are indicated with dashed lines of the same color and with numbers. b A model for the intermediate conformations of a SNARE complex with calculated values of extension. e Force-dependent shifts in extension distribution with the indicated Gaussian components. The color code is the same as in a – d . f Force-dependent equilibria among the three zippered conformations in the absence (upper) and presence (lower) of Cpx. Solid lines represent the fits to a three-state equilibrium model (Supplementary Note ). Data are represented as mean ± s.d. of more than three measurements. g , i , j High-speed observations of the conformational intermediates during the zippering of a SNARE complex. The color code is the same as in a – f . h Comparisons of conformational equilibria during unzipping (upper; 10 → 14 pN) and zippering (lower; 16 → 14 pN) of a single SNARE complex. In all panels, vertical scale bars represent 20 nm. Horizontal scale bars represent 1 and 0.1 s (on left and right in a , c , d , g , i , j , respectively), and 10 nm (in e , h )
Gmdistribution.Fit In Matlab, supplied by MathWorks Inc, used in various techniques. Bioz Stars score: 90/100, based on 1 PubMed citations. ZERO BIAS - scores, article reviews, protocol conditions and more
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fitgmdist command  (MathWorks Inc)
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MathWorks Inc fitgmdist command
Complexin promotes the linker-open state of neuronal SNARE complexes. a , c , d High-speed observations (1.2 kHz) of the conformational intermediates during the unzipping of a SNARE complex. The measured distributions of extensions (black lines displayed to the right of the traces) are overlaid with their identified <t>Gaussian</t> components color-coded green, magenta, orange, and gray from the lowest. Dotted areas are magnified on the right. The locations of the peaks are indicated with dashed lines of the same color and with numbers. b A model for the intermediate conformations of a SNARE complex with calculated values of extension. e Force-dependent shifts in extension distribution with the indicated Gaussian components. The color code is the same as in a – d . f Force-dependent equilibria among the three zippered conformations in the absence (upper) and presence (lower) of Cpx. Solid lines represent the fits to a three-state equilibrium model (Supplementary Note ). Data are represented as mean ± s.d. of more than three measurements. g , i , j High-speed observations of the conformational intermediates during the zippering of a SNARE complex. The color code is the same as in a – f . h Comparisons of conformational equilibria during unzipping (upper; 10 → 14 pN) and zippering (lower; 16 → 14 pN) of a single SNARE complex. In all panels, vertical scale bars represent 20 nm. Horizontal scale bars represent 1 and 0.1 s (on left and right in a , c , d , g , i , j , respectively), and 10 nm (in e , h )
Fitgmdist Command, supplied by MathWorks Inc, used in various techniques. Bioz Stars score: 90/100, based on 1 PubMed citations. ZERO BIAS - scores, article reviews, protocol conditions and more
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statistics and machine learning toolbox  (MathWorks Inc)
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MathWorks Inc statistics and machine learning toolbox
Complexin promotes the linker-open state of neuronal SNARE complexes. a , c , d High-speed observations (1.2 kHz) of the conformational intermediates during the unzipping of a SNARE complex. The measured distributions of extensions (black lines displayed to the right of the traces) are overlaid with their identified <t>Gaussian</t> components color-coded green, magenta, orange, and gray from the lowest. Dotted areas are magnified on the right. The locations of the peaks are indicated with dashed lines of the same color and with numbers. b A model for the intermediate conformations of a SNARE complex with calculated values of extension. e Force-dependent shifts in extension distribution with the indicated Gaussian components. The color code is the same as in a – d . f Force-dependent equilibria among the three zippered conformations in the absence (upper) and presence (lower) of Cpx. Solid lines represent the fits to a three-state equilibrium model (Supplementary Note ). Data are represented as mean ± s.d. of more than three measurements. g , i , j High-speed observations of the conformational intermediates during the zippering of a SNARE complex. The color code is the same as in a – f . h Comparisons of conformational equilibria during unzipping (upper; 10 → 14 pN) and zippering (lower; 16 → 14 pN) of a single SNARE complex. In all panels, vertical scale bars represent 20 nm. Horizontal scale bars represent 1 and 0.1 s (on left and right in a , c , d , g , i , j , respectively), and 10 nm (in e , h )
Statistics And Machine Learning Toolbox, supplied by MathWorks Inc, used in various techniques. Bioz Stars score: 90/100, based on 1 PubMed citations. ZERO BIAS - scores, article reviews, protocol conditions and more
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gaussian mixture model with two components  (MathWorks Inc)
90
MathWorks Inc gaussian mixture model with two components
Complexin promotes the linker-open state of neuronal SNARE complexes. a , c , d High-speed observations (1.2 kHz) of the conformational intermediates during the unzipping of a SNARE complex. The measured distributions of extensions (black lines displayed to the right of the traces) are overlaid with their identified <t>Gaussian</t> components color-coded green, magenta, orange, and gray from the lowest. Dotted areas are magnified on the right. The locations of the peaks are indicated with dashed lines of the same color and with numbers. b A model for the intermediate conformations of a SNARE complex with calculated values of extension. e Force-dependent shifts in extension distribution with the indicated Gaussian components. The color code is the same as in a – d . f Force-dependent equilibria among the three zippered conformations in the absence (upper) and presence (lower) of Cpx. Solid lines represent the fits to a three-state equilibrium model (Supplementary Note ). Data are represented as mean ± s.d. of more than three measurements. g , i , j High-speed observations of the conformational intermediates during the zippering of a SNARE complex. The color code is the same as in a – f . h Comparisons of conformational equilibria during unzipping (upper; 10 → 14 pN) and zippering (lower; 16 → 14 pN) of a single SNARE complex. In all panels, vertical scale bars represent 20 nm. Horizontal scale bars represent 1 and 0.1 s (on left and right in a , c , d , g , i , j , respectively), and 10 nm (in e , h )
Gaussian Mixture Model With Two Components, supplied by MathWorks Inc, used in various techniques. Bioz Stars score: 90/100, based on 1 PubMed citations. ZERO BIAS - scores, article reviews, protocol conditions and more
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gmdistribution.fit function  (MathWorks Inc)
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MathWorks Inc gmdistribution.fit function
Complexin promotes the linker-open state of neuronal SNARE complexes. a , c , d High-speed observations (1.2 kHz) of the conformational intermediates during the unzipping of a SNARE complex. The measured distributions of extensions (black lines displayed to the right of the traces) are overlaid with their identified <t>Gaussian</t> components color-coded green, magenta, orange, and gray from the lowest. Dotted areas are magnified on the right. The locations of the peaks are indicated with dashed lines of the same color and with numbers. b A model for the intermediate conformations of a SNARE complex with calculated values of extension. e Force-dependent shifts in extension distribution with the indicated Gaussian components. The color code is the same as in a – d . f Force-dependent equilibria among the three zippered conformations in the absence (upper) and presence (lower) of Cpx. Solid lines represent the fits to a three-state equilibrium model (Supplementary Note ). Data are represented as mean ± s.d. of more than three measurements. g , i , j High-speed observations of the conformational intermediates during the zippering of a SNARE complex. The color code is the same as in a – f . h Comparisons of conformational equilibria during unzipping (upper; 10 → 14 pN) and zippering (lower; 16 → 14 pN) of a single SNARE complex. In all panels, vertical scale bars represent 20 nm. Horizontal scale bars represent 1 and 0.1 s (on left and right in a , c , d , g , i , j , respectively), and 10 nm (in e , h )
Gmdistribution.Fit Function, supplied by MathWorks Inc, used in various techniques. Bioz Stars score: 90/100, based on 1 PubMed citations. ZERO BIAS - scores, article reviews, protocol conditions and more
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matlab function fitgmdist  (MathWorks Inc)
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MathWorks Inc matlab function fitgmdist
Complexin promotes the linker-open state of neuronal SNARE complexes. a , c , d High-speed observations (1.2 kHz) of the conformational intermediates during the unzipping of a SNARE complex. The measured distributions of extensions (black lines displayed to the right of the traces) are overlaid with their identified <t>Gaussian</t> components color-coded green, magenta, orange, and gray from the lowest. Dotted areas are magnified on the right. The locations of the peaks are indicated with dashed lines of the same color and with numbers. b A model for the intermediate conformations of a SNARE complex with calculated values of extension. e Force-dependent shifts in extension distribution with the indicated Gaussian components. The color code is the same as in a – d . f Force-dependent equilibria among the three zippered conformations in the absence (upper) and presence (lower) of Cpx. Solid lines represent the fits to a three-state equilibrium model (Supplementary Note ). Data are represented as mean ± s.d. of more than three measurements. g , i , j High-speed observations of the conformational intermediates during the zippering of a SNARE complex. The color code is the same as in a – f . h Comparisons of conformational equilibria during unzipping (upper; 10 → 14 pN) and zippering (lower; 16 → 14 pN) of a single SNARE complex. In all panels, vertical scale bars represent 20 nm. Horizontal scale bars represent 1 and 0.1 s (on left and right in a , c , d , g , i , j , respectively), and 10 nm (in e , h )
Matlab Function Fitgmdist, supplied by MathWorks Inc, used in various techniques. Bioz Stars score: 90/100, based on 1 PubMed citations. ZERO BIAS - scores, article reviews, protocol conditions and more
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Image Search Results


Complexin promotes the linker-open state of neuronal SNARE complexes. a , c , d High-speed observations (1.2 kHz) of the conformational intermediates during the unzipping of a SNARE complex. The measured distributions of extensions (black lines displayed to the right of the traces) are overlaid with their identified Gaussian components color-coded green, magenta, orange, and gray from the lowest. Dotted areas are magnified on the right. The locations of the peaks are indicated with dashed lines of the same color and with numbers. b A model for the intermediate conformations of a SNARE complex with calculated values of extension. e Force-dependent shifts in extension distribution with the indicated Gaussian components. The color code is the same as in a – d . f Force-dependent equilibria among the three zippered conformations in the absence (upper) and presence (lower) of Cpx. Solid lines represent the fits to a three-state equilibrium model (Supplementary Note ). Data are represented as mean ± s.d. of more than three measurements. g , i , j High-speed observations of the conformational intermediates during the zippering of a SNARE complex. The color code is the same as in a – f . h Comparisons of conformational equilibria during unzipping (upper; 10 → 14 pN) and zippering (lower; 16 → 14 pN) of a single SNARE complex. In all panels, vertical scale bars represent 20 nm. Horizontal scale bars represent 1 and 0.1 s (on left and right in a , c , d , g , i , j , respectively), and 10 nm (in e , h )

Journal: Nature Communications

Article Title: Focused clamping of a single neuronal SNARE complex by complexin under high mechanical tension

doi: 10.1038/s41467-018-06122-3

Figure Lengend Snippet: Complexin promotes the linker-open state of neuronal SNARE complexes. a , c , d High-speed observations (1.2 kHz) of the conformational intermediates during the unzipping of a SNARE complex. The measured distributions of extensions (black lines displayed to the right of the traces) are overlaid with their identified Gaussian components color-coded green, magenta, orange, and gray from the lowest. Dotted areas are magnified on the right. The locations of the peaks are indicated with dashed lines of the same color and with numbers. b A model for the intermediate conformations of a SNARE complex with calculated values of extension. e Force-dependent shifts in extension distribution with the indicated Gaussian components. The color code is the same as in a – d . f Force-dependent equilibria among the three zippered conformations in the absence (upper) and presence (lower) of Cpx. Solid lines represent the fits to a three-state equilibrium model (Supplementary Note ). Data are represented as mean ± s.d. of more than three measurements. g , i , j High-speed observations of the conformational intermediates during the zippering of a SNARE complex. The color code is the same as in a – f . h Comparisons of conformational equilibria during unzipping (upper; 10 → 14 pN) and zippering (lower; 16 → 14 pN) of a single SNARE complex. In all panels, vertical scale bars represent 20 nm. Horizontal scale bars represent 1 and 0.1 s (on left and right in a , c , d , g , i , j , respectively), and 10 nm (in e , h )

Article Snippet: The resulting distribution of bead coordinates was fit to a Gaussian mixture model (using fitgmdist in MATLAB (Mathworks)) with either two or three components depending on the level of force and the presence of Cpx.

Techniques: