libsvm open-source library Search Results


open source library libsvm  (MathWorks Inc)
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libsvm open-source library  (MathWorks Inc)
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Libsvm Open Source Library, 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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interface of the open source machine learning library (libsvm)  (MathWorks Inc)
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matlab svm  (MathWorks Inc)
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Screenshot of <t>the</t> <t>MATLAB-based</t> graphical user interface for SVR-LSM. The single window contains a pane for configuring an analysis, a pane for configuring covariates, a pane for permutation testing, and a feedback pane that reports the progress of an analysis.
Matlab Svm, 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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multida toolbox  (MathWorks Inc)
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Screenshot of <t>the</t> <t>MATLAB-based</t> graphical user interface for SVR-LSM. The single window contains a pane for configuring an analysis, a pane for configuring covariates, a pane for permutation testing, and a feedback pane that reports the progress of an analysis.
Multida 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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matlab v2016a/v2017a/v2018a  (MathWorks Inc)
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v2016a/v2017a/v2018a  (MathWorks Inc)
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V2016a/V2017a/V2018a, 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


Screenshot of the MATLAB-based graphical user interface for SVR-LSM. The single window contains a pane for configuring an analysis, a pane for configuring covariates, a pane for permutation testing, and a feedback pane that reports the progress of an analysis.

Journal: Human brain mapping

Article Title: A multivariate lesion symptom mapping toolbox and examination of lesion-volume biases and correction methods in lesion-symptom mapping

doi: 10.1002/hbm.24289

Figure Lengend Snippet: Screenshot of the MATLAB-based graphical user interface for SVR-LSM. The single window contains a pane for configuring an analysis, a pane for configuring covariates, a pane for permutation testing, and a feedback pane that reports the progress of an analysis.

Article Snippet: Inclusion of MATLAB SVM The original implementation of SVR-LSM runs within the MATLAB environment, but relies on a popular open-source third-party machine learning library for SVR functionality, LibSVM ( Chang & Lin, 2011 ).

Techniques:

Comparison of uncorrected SVR-β value output for original SVR-LSM (left; Zhang et al., 2014), for the new implementation using LibSVM (middle), and MATLAB’s SVM functionality (right). For each output, the value is shown at the same sample voxel coordinate of MNI = −42, 2, 9 also indicated by crosshairs. This analysis was conducted on individuals with chronic left-hemisphere stroke (N = 48) modeling the score for WAB repetition and SVR parameters of cost = 30 and gamma = 5, minimum lesion threshold of 10.

Journal: Human brain mapping

Article Title: A multivariate lesion symptom mapping toolbox and examination of lesion-volume biases and correction methods in lesion-symptom mapping

doi: 10.1002/hbm.24289

Figure Lengend Snippet: Comparison of uncorrected SVR-β value output for original SVR-LSM (left; Zhang et al., 2014), for the new implementation using LibSVM (middle), and MATLAB’s SVM functionality (right). For each output, the value is shown at the same sample voxel coordinate of MNI = −42, 2, 9 also indicated by crosshairs. This analysis was conducted on individuals with chronic left-hemisphere stroke (N = 48) modeling the score for WAB repetition and SVR parameters of cost = 30 and gamma = 5, minimum lesion threshold of 10.

Article Snippet: Inclusion of MATLAB SVM The original implementation of SVR-LSM runs within the MATLAB environment, but relies on a popular open-source third-party machine learning library for SVR functionality, LibSVM ( Chang & Lin, 2011 ).

Techniques:

KEY RESOURCES TABLE

Journal: Current biology : CB

Article Title: Functionally Distinct Gamma Range Activity Revealed by Stimulus Tuning in Human Visual Cortex

doi: 10.1016/j.cub.2019.08.004

Figure Lengend Snippet: KEY RESOURCES TABLE

Article Snippet: REAGENT or RESOURCE SOURCE IDENTIFIER Software and Algorithms AFNI/SUMA [ 67 ] https://afni.nimh.nih.gov/Suma FreeSurfer v5.3 [ 68 ] http://freesurfer.net iELVIS [ 69 ] http://ielvis.pbworks.com/w/page/116347253/FrontPage MATLAB v2016a/v2017a/v2018a Mathworks, MA, USA https://matlab.mathworks.com Psychtoolbox v3.0.12 [ 70 ] http://psychtoolbox.org R statistical software v3.4.3 [ 71 ] https://www.r-project.org LIBSVM toolbox https://www.csie.ntu.edu.tw/~cjlin/libsvm/ https://www.csie.ntu.edu.tw/~cjlin/libsvm/ Fooof toolbox [ 38 ] https://github.com/fooof-tools/fooof Lme4 library [ 72 ] https://stat.ethz.ch/R-manual/R-devel/library/nlme/html/lme.html Other Custom Surface Electrode arrays PMT, MN, USA http://www.pmtcorp.com BlackRock Cerebrus system BlackRock Microsystems, UT, USA https://blackrockmicro.com vcAtlas [ 73 ] http://vpnl.stanford.edu/vcAtlas/ xRite i1 Pro spectrophotometer X-Rite., MI, USA https://www.xrite.com Open in a separate window KEY RESOURCES TABLE

Techniques: Software, Spectrophotometry

KEY RESOURCES TABLE

Journal: Current biology : CB

Article Title: Functionally Distinct Gamma Range Activity Revealed by Stimulus Tuning in Human Visual Cortex

doi: 10.1016/j.cub.2019.08.004

Figure Lengend Snippet: KEY RESOURCES TABLE

Article Snippet: REAGENT or RESOURCE SOURCE IDENTIFIER Software and Algorithms AFNI/SUMA [ 67 ] https://afni.nimh.nih.gov/Suma FreeSurfer v5.3 [ 68 ] http://freesurfer.net iELVIS [ 69 ] http://ielvis.pbworks.com/w/page/116347253/FrontPage MATLAB v2016a/v2017a/v2018a Mathworks, MA, USA https://matlab.mathworks.com Psychtoolbox v3.0.12 [ 70 ] http://psychtoolbox.org R statistical software v3.4.3 [ 71 ] https://www.r-project.org LIBSVM toolbox https://www.csie.ntu.edu.tw/~cjlin/libsvm/ https://www.csie.ntu.edu.tw/~cjlin/libsvm/ Fooof toolbox [ 38 ] https://github.com/fooof-tools/fooof Lme4 library [ 72 ] https://stat.ethz.ch/R-manual/R-devel/library/nlme/html/lme.html Other Custom Surface Electrode arrays PMT, MN, USA http://www.pmtcorp.com BlackRock Cerebrus system BlackRock Microsystems, UT, USA https://blackrockmicro.com vcAtlas [ 73 ] http://vpnl.stanford.edu/vcAtlas/ xRite i1 Pro spectrophotometer X-Rite., MI, USA https://www.xrite.com Open in a separate window KEY RESOURCES TABLE

Techniques: Software, Spectrophotometry

KEY RESOURCES TABLE

Journal: Current biology : CB

Article Title: Functionally Distinct Gamma Range Activity Revealed by Stimulus Tuning in Human Visual Cortex

doi: 10.1016/j.cub.2019.08.004

Figure Lengend Snippet: KEY RESOURCES TABLE

Article Snippet: All data will be uploaded to the NIMH Data Archive (NDA) following patient consent, but are available from the Lead Contact upon reasonable request. table ft1 table-wrap mode="anchored" t5 caption a7 REAGENT or RESOURCE SOURCE IDENTIFIER Software and Algorithms AFNI/SUMA [ 67 ] https://afni.nimh.nih.gov/Suma FreeSurfer v5.3 [ 68 ] http://freesurfer.net iELVIS [ 69 ] http://ielvis.pbworks.com/w/page/116347253/FrontPage MATLAB v2016a/v2017a/v2018a Mathworks, MA, USA https://matlab.mathworks.com Psychtoolbox v3.0.12 [ 70 ] http://psychtoolbox.org R statistical software v3.4.3 [ 71 ] https://www.r-project.org LIBSVM toolbox https://www.csie.ntu.edu.tw/~cjlin/libsvm/ https://www.csie.ntu.edu.tw/~cjlin/libsvm/ Fooof toolbox [ 38 ] https://github.com/fooof-tools/fooof Lme4 library [ 72 ] https://stat.ethz.ch/R-manual/R-devel/library/nlme/html/lme.html Other Custom Surface Electrode arrays PMT, MN, USA http://www.pmtcorp.com BlackRock Cerebrus system BlackRock Microsystems, UT, USA https://blackrockmicro.com vcAtlas [ 73 ] http://vpnl.stanford.edu/vcAtlas/ xRite i1 Pro spectrophotometer X-Rite., MI, USA https://www.xrite.com Open in a separate window KEY RESOURCES TABLE

Techniques: Software, Spectrophotometry

KEY RESOURCES TABLE

Journal: Current biology : CB

Article Title: Functionally Distinct Gamma Range Activity Revealed by Stimulus Tuning in Human Visual Cortex

doi: 10.1016/j.cub.2019.08.004

Figure Lengend Snippet: KEY RESOURCES TABLE

Article Snippet: All data will be uploaded to the NIMH Data Archive (NDA) following patient consent, but are available from the Lead Contact upon reasonable request. table ft1 table-wrap mode="anchored" t5 caption a7 REAGENT or RESOURCE SOURCE IDENTIFIER Software and Algorithms AFNI/SUMA [ 67 ] https://afni.nimh.nih.gov/Suma FreeSurfer v5.3 [ 68 ] http://freesurfer.net iELVIS [ 69 ] http://ielvis.pbworks.com/w/page/116347253/FrontPage MATLAB v2016a/v2017a/v2018a Mathworks, MA, USA https://matlab.mathworks.com Psychtoolbox v3.0.12 [ 70 ] http://psychtoolbox.org R statistical software v3.4.3 [ 71 ] https://www.r-project.org LIBSVM toolbox https://www.csie.ntu.edu.tw/~cjlin/libsvm/ https://www.csie.ntu.edu.tw/~cjlin/libsvm/ Fooof toolbox [ 38 ] https://github.com/fooof-tools/fooof Lme4 library [ 72 ] https://stat.ethz.ch/R-manual/R-devel/library/nlme/html/lme.html Other Custom Surface Electrode arrays PMT, MN, USA http://www.pmtcorp.com BlackRock Cerebrus system BlackRock Microsystems, UT, USA https://blackrockmicro.com vcAtlas [ 73 ] http://vpnl.stanford.edu/vcAtlas/ xRite i1 Pro spectrophotometer X-Rite., MI, USA https://www.xrite.com Open in a separate window KEY RESOURCES TABLE

Techniques: Software, Spectrophotometry