Review



machine learning toolbox  (MathWorks Inc)


Bioz Verified Symbol MathWorks Inc is a verified supplier  
  • Logo
  • About
  • News
  • Press Release
  • Team
  • Advisors
  • Partners
  • Contact
  • Bioz Stars
  • Bioz vStars
    • 96
      Buy from Supplier

    Structured Review

    MathWorks Inc machine learning toolbox
    Machine Learning Toolbox, supplied by MathWorks Inc, used in various techniques. Bioz Stars score: 96/100, based on 2350 PubMed citations. ZERO BIAS - scores, article reviews, protocol conditions and more
    https://www.bioz.com/product/matlab+aoctool+function/Statistics+and+Machine+Learning+Toolbox/pmc05683353-217-29-32
    Average 96 stars, based on 2350 article reviews
    machine learning toolbox - by Bioz Stars, 2026-10
    96/100 stars

    Images

    Related Articles

    Produced:

    Article Title: A high-dimensional population code in the bat motor cortex during natural dexterous flight.
    Article Snippet: .. This paper Available upon request Experimental models: Organisms/strains Egyptian fruit bats (Rousettus aegyptiacus) Lab born (first generation produced from wild caught) N/A Software and algorithms MATLAB R2025b MathWorks https://www.mathworks.com/products/matlab.html Costume analysis code This paper https://github.com/BoazStyr/bat-motor-cortex-cell DeepLabCut Mathis et al.31 https://github.com/deeplabcut/deeplabcut aniposelib Karashchuk et al.66 https://github.com/lambdaloop/aniposelib Kilosort4 Pachitariu et al.67 https://github.com/mouseland/kilosort phy Rossant et al.67 https://github.com/cortex-lab/phy Circular Statistics Toolbox in MATLAB Berens et al.68 https://www.jstatsoft.org/article/view/v031i10 Gaussian-Process Factor Analysis (GPFA) Yu et al.46 https://users.ece.cmu.edu/∼byronyu/software.shtml Demixed Principal Component Analysis (dPCA) Kobak et al.45 https://github.com/machenslab/dPCA Other Neuropixels 1.0 probe IMEC NP1000 Wireless Neuropixels headstage SpikeGadgets Neuropixels 1.0 Headstage Motion capture system Motion analysis Raptor-12HS High speed cameras Basler Balser a2A1920-160umBAS Pulse Stimulator (TTL generator) A.M.P.I Master-9 ll OPEN ACCESS Cell 189, 1–14.e1–e9, December 10, 2026 e1 Article (M1.59 mm stainless steel) were placed to further strengthen the attachment of the implant to the skull. ..

    Software:

    Article Title: A high-dimensional population code in the bat motor cortex during natural dexterous flight.
    Article Snippet: .. This paper Available upon request Experimental models: Organisms/strains Egyptian fruit bats (Rousettus aegyptiacus) Lab born (first generation produced from wild caught) N/A Software and algorithms MATLAB R2025b MathWorks https://www.mathworks.com/products/matlab.html Costume analysis code This paper https://github.com/BoazStyr/bat-motor-cortex-cell DeepLabCut Mathis et al.31 https://github.com/deeplabcut/deeplabcut aniposelib Karashchuk et al.66 https://github.com/lambdaloop/aniposelib Kilosort4 Pachitariu et al.67 https://github.com/mouseland/kilosort phy Rossant et al.67 https://github.com/cortex-lab/phy Circular Statistics Toolbox in MATLAB Berens et al.68 https://www.jstatsoft.org/article/view/v031i10 Gaussian-Process Factor Analysis (GPFA) Yu et al.46 https://users.ece.cmu.edu/∼byronyu/software.shtml Demixed Principal Component Analysis (dPCA) Kobak et al.45 https://github.com/machenslab/dPCA Other Neuropixels 1.0 probe IMEC NP1000 Wireless Neuropixels headstage SpikeGadgets Neuropixels 1.0 Headstage Motion capture system Motion analysis Raptor-12HS High speed cameras Basler Balser a2A1920-160umBAS Pulse Stimulator (TTL generator) A.M.P.I Master-9 ll OPEN ACCESS Cell 189, 1–14.e1–e9, December 10, 2026 e1 Article (M1.59 mm stainless steel) were placed to further strengthen the attachment of the implant to the skull. ..

    Analysis:

    Article Title: A high-dimensional population code in the bat motor cortex during natural dexterous flight.
    Article Snippet: .. This paper Available upon request Experimental models: Organisms/strains Egyptian fruit bats (Rousettus aegyptiacus) Lab born (first generation produced from wild caught) N/A Software and algorithms MATLAB R2025b MathWorks https://www.mathworks.com/products/matlab.html Costume analysis code This paper https://github.com/BoazStyr/bat-motor-cortex-cell DeepLabCut Mathis et al.31 https://github.com/deeplabcut/deeplabcut aniposelib Karashchuk et al.66 https://github.com/lambdaloop/aniposelib Kilosort4 Pachitariu et al.67 https://github.com/mouseland/kilosort phy Rossant et al.67 https://github.com/cortex-lab/phy Circular Statistics Toolbox in MATLAB Berens et al.68 https://www.jstatsoft.org/article/view/v031i10 Gaussian-Process Factor Analysis (GPFA) Yu et al.46 https://users.ece.cmu.edu/∼byronyu/software.shtml Demixed Principal Component Analysis (dPCA) Kobak et al.45 https://github.com/machenslab/dPCA Other Neuropixels 1.0 probe IMEC NP1000 Wireless Neuropixels headstage SpikeGadgets Neuropixels 1.0 Headstage Motion capture system Motion analysis Raptor-12HS High speed cameras Basler Balser a2A1920-160umBAS Pulse Stimulator (TTL generator) A.M.P.I Master-9 ll OPEN ACCESS Cell 189, 1–14.e1–e9, December 10, 2026 e1 Article (M1.59 mm stainless steel) were placed to further strengthen the attachment of the implant to the skull. ..

    Article Title: Longitudinal Multi-Batch Characterisation of Beer Wort Fermentation Foam Using Image-Based Semantic Segmentation.
    Article Snippet: .. The linear mixed-effects sensitivity analysis described below was fitted in MATLAB R2024a with fitlme (Statistics and Machine Learning Toolbox version 24.1), so the statistical analysis reported here used both environments. ..

    Comparison:

    Article Title: Experimental evaluation, backpropagation neural network prediction and bibliometric analysis of bioelectricity production from agricultural wastes by microbial fuel cell.
    Article Snippet: In this study, a two-stage bioprocess combining enzymatic hydrolysis and a 4 microbial fuel cell (MFC) was established to evaluate electricity generation from three 5 agricultural wastes (mushroom sticks, rice husks and bamboo shavings).. The highest 6 glucose concentration of 4 g/L was obtained in the mushroom sticks hydrolysate.. 7 However, rice husk hydrolysate produced the highest power density of 26.02 mW/m at 8 a current density of 29.45 mA/m.

    Sensitivity:

    Article Title: Longitudinal Multi-Batch Characterisation of Beer Wort Fermentation Foam Using Image-Based Semantic Segmentation.
    Article Snippet: .. The linear mixed-effects sensitivity analysis described below was fitted in MATLAB R2024a with fitlme (Statistics and Machine Learning Toolbox version 24.1), so the statistical analysis reported here used both environments. ..

    other:

    Article Title: Feature-Based Machine-Learning Spike Marking in Signal and Source Space EEG: A Proof-of-Principle Case Study of Focal Epilepsy.
    Article Snippet: All analyses were performed in MATLAB R2025b using FieldTrip (https://www.fieldtriptoolbox.org) [32], the Signal Processing Toolbox (accessed on 2 September 2026) (https://www.mathworks.com/products/ signal.html), the Statistics and Machine Learning Toolbox (accessed on 2 September 2026) (https://www.mathworks.com/products/statistics.html) and some custom scripts.



    Similar Products

    matlab aoctool function  (MathWorks Inc)
    90
    MathWorks Inc matlab aoctool function
    Matlab Aoctool 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
    https://www.bioz.com/product/matlab+aoctool+function/pmc12176619-439-5-5
    Average 90 stars, based on 1 article reviews
    matlab aoctool function - by Bioz Stars, 2026-10
    90/100 stars
    		  Buy from Supplier
    built-in matlab function aoctool – analysis of covariance (ancova)  (MathWorks Inc)
    90
    MathWorks Inc built-in matlab function aoctool – analysis of covariance (ancova)
    Built In Matlab Function Aoctool – Analysis Of Covariance (Ancova), 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
    https://www.bioz.com/product/matlab+aoctool+function/10__1080_slash_17480272__2024__2401595-82-29-23
    Average 90 stars, based on 1 article reviews
    built-in matlab function aoctool – analysis of covariance (ancova) - by Bioz Stars, 2026-10
    90/100 stars
    		  Buy from Supplier
    matlab function aoctool  (MathWorks Inc)
    90
    MathWorks Inc matlab function aoctool
    A : 2PEF map of arterioles and venules (top) and of both vessel and GCaMP7f-expressing nNOS neurons (outlined in white, bottom). Vessels analyzed in B are circled in solid red or blue, and neurons are numbered (1,2,3) B : Arterioles, but not venules, dilate in response to whisker puffs, spontaneous whisking or motion (grooming). Representative Ca 2+ transients in neuron 1, 2, and 3 (middle). Overlay of normalized neural ensemble activity and arteriolar diameter changes highlighting the close correspondence between arteriolar and neural responses (bottom). C : Linear relationship between the magnitude of the ensemble activity and arteriolar dilatation in response to whisking or whisking and spontaneous motion. Notice that with whisking+motion the slope of the relationship is significantly greater than with whisking alone (multiple comparison of one-way analysis of <t>covariance</t> models). D : The distribution of correlation coefficients between arteriolar dilatation and nNOS Ca 2+ transients for individual neurons does not differ in the 3 mice studied (p>0.05; nested one-way ANOVA)(top). The strongest correlation is observed between ensemble activity and arteriolar dilatation (bottom). E : Representative arteriolar diameter changes relative to the timing of the peak Ca 2+ activity in individual neuron during 10 consecutive 5 sec whisker air puffs shown in B . Notice that in some neurons peak activity occur earlier than in other neurons. F : Average of ten raster plots in 3 mice showing early and late active nNOS neurons. Shading indicates standard deviation.
    Matlab Function Aoctool, 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
    https://www.bioz.com/product/matlab+aoctool+function/bio_rxiv__2022__10__03__510654-133-17-19
    Average 90 stars, based on 1 article reviews
    matlab function aoctool - by Bioz Stars, 2026-10
    90/100 stars
    		  Buy from Supplier
    aoctool statistical function of the matlab software  (MathWorks Inc)
    90
    MathWorks Inc aoctool statistical function of the matlab software
    A : 2PEF map of arterioles and venules (top) and of both vessel and GCaMP7f-expressing nNOS neurons (outlined in white, bottom). Vessels analyzed in B are circled in solid red or blue, and neurons are numbered (1,2,3) B : Arterioles, but not venules, dilate in response to whisker puffs, spontaneous whisking or motion (grooming). Representative Ca 2+ transients in neuron 1, 2, and 3 (middle). Overlay of normalized neural ensemble activity and arteriolar diameter changes highlighting the close correspondence between arteriolar and neural responses (bottom). C : Linear relationship between the magnitude of the ensemble activity and arteriolar dilatation in response to whisking or whisking and spontaneous motion. Notice that with whisking+motion the slope of the relationship is significantly greater than with whisking alone (multiple comparison of one-way analysis of <t>covariance</t> models). D : The distribution of correlation coefficients between arteriolar dilatation and nNOS Ca 2+ transients for individual neurons does not differ in the 3 mice studied (p>0.05; nested one-way ANOVA)(top). The strongest correlation is observed between ensemble activity and arteriolar dilatation (bottom). E : Representative arteriolar diameter changes relative to the timing of the peak Ca 2+ activity in individual neuron during 10 consecutive 5 sec whisker air puffs shown in B . Notice that in some neurons peak activity occur earlier than in other neurons. F : Average of ten raster plots in 3 mice showing early and late active nNOS neurons. Shading indicates standard deviation.
    Aoctool Statistical Function Of The Matlab Software, 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
    https://www.bioz.com/product/matlab+aoctool+function/pmc05369763-122-21-26
    Average 90 stars, based on 1 article reviews
    aoctool statistical function of the matlab software - by Bioz Stars, 2026-10
    90/100 stars
    		  Buy from Supplier
    matlab's aoctool function  (MathWorks Inc)
    90
    MathWorks Inc matlab's aoctool function
    A : 2PEF map of arterioles and venules (top) and of both vessel and GCaMP7f-expressing nNOS neurons (outlined in white, bottom). Vessels analyzed in B are circled in solid red or blue, and neurons are numbered (1,2,3) B : Arterioles, but not venules, dilate in response to whisker puffs, spontaneous whisking or motion (grooming). Representative Ca 2+ transients in neuron 1, 2, and 3 (middle). Overlay of normalized neural ensemble activity and arteriolar diameter changes highlighting the close correspondence between arteriolar and neural responses (bottom). C : Linear relationship between the magnitude of the ensemble activity and arteriolar dilatation in response to whisking or whisking and spontaneous motion. Notice that with whisking+motion the slope of the relationship is significantly greater than with whisking alone (multiple comparison of one-way analysis of <t>covariance</t> models). D : The distribution of correlation coefficients between arteriolar dilatation and nNOS Ca 2+ transients for individual neurons does not differ in the 3 mice studied (p>0.05; nested one-way ANOVA)(top). The strongest correlation is observed between ensemble activity and arteriolar dilatation (bottom). E : Representative arteriolar diameter changes relative to the timing of the peak Ca 2+ activity in individual neuron during 10 consecutive 5 sec whisker air puffs shown in B . Notice that in some neurons peak activity occur earlier than in other neurons. F : Average of ten raster plots in 3 mice showing early and late active nNOS neurons. Shading indicates standard deviation.
    Matlab's Aoctool 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
    https://www.bioz.com/product/matlab+aoctool+function/pmc04906025-134-53-69
    Average 90 stars, based on 1 article reviews
    matlab's aoctool function - by Bioz Stars, 2026-10
    90/100 stars
    		  Buy from Supplier

    Image Search Results


    A : 2PEF map of arterioles and venules (top) and of both vessel and GCaMP7f-expressing nNOS neurons (outlined in white, bottom). Vessels analyzed in B are circled in solid red or blue, and neurons are numbered (1,2,3) B : Arterioles, but not venules, dilate in response to whisker puffs, spontaneous whisking or motion (grooming). Representative Ca 2+ transients in neuron 1, 2, and 3 (middle). Overlay of normalized neural ensemble activity and arteriolar diameter changes highlighting the close correspondence between arteriolar and neural responses (bottom). C : Linear relationship between the magnitude of the ensemble activity and arteriolar dilatation in response to whisking or whisking and spontaneous motion. Notice that with whisking+motion the slope of the relationship is significantly greater than with whisking alone (multiple comparison of one-way analysis of covariance models). D : The distribution of correlation coefficients between arteriolar dilatation and nNOS Ca 2+ transients for individual neurons does not differ in the 3 mice studied (p>0.05; nested one-way ANOVA)(top). The strongest correlation is observed between ensemble activity and arteriolar dilatation (bottom). E : Representative arteriolar diameter changes relative to the timing of the peak Ca 2+ activity in individual neuron during 10 consecutive 5 sec whisker air puffs shown in B . Notice that in some neurons peak activity occur earlier than in other neurons. F : Average of ten raster plots in 3 mice showing early and late active nNOS neurons. Shading indicates standard deviation.

    Journal: bioRxiv

    Article Title: Calcium transients in nNOS neurons underlie distinct phases of the neurovascular response to barrel cortex activation in awake mice

    doi: 10.1101/2022.10.03.510654

    Figure Lengend Snippet: A : 2PEF map of arterioles and venules (top) and of both vessel and GCaMP7f-expressing nNOS neurons (outlined in white, bottom). Vessels analyzed in B are circled in solid red or blue, and neurons are numbered (1,2,3) B : Arterioles, but not venules, dilate in response to whisker puffs, spontaneous whisking or motion (grooming). Representative Ca 2+ transients in neuron 1, 2, and 3 (middle). Overlay of normalized neural ensemble activity and arteriolar diameter changes highlighting the close correspondence between arteriolar and neural responses (bottom). C : Linear relationship between the magnitude of the ensemble activity and arteriolar dilatation in response to whisking or whisking and spontaneous motion. Notice that with whisking+motion the slope of the relationship is significantly greater than with whisking alone (multiple comparison of one-way analysis of covariance models). D : The distribution of correlation coefficients between arteriolar dilatation and nNOS Ca 2+ transients for individual neurons does not differ in the 3 mice studied (p>0.05; nested one-way ANOVA)(top). The strongest correlation is observed between ensemble activity and arteriolar dilatation (bottom). E : Representative arteriolar diameter changes relative to the timing of the peak Ca 2+ activity in individual neuron during 10 consecutive 5 sec whisker air puffs shown in B . Notice that in some neurons peak activity occur earlier than in other neurons. F : Average of ten raster plots in 3 mice showing early and late active nNOS neurons. Shading indicates standard deviation.

    Article Snippet: To evaluate statistical differences between the linear correlations of two data sets, we generated one-way analysis of covariance models (Matlab function: aoctool) and ran multiple comparison test (Tukey-Kramer) of the group means (Matlab function: multcompare).

    Techniques: Expressing, Whisker Assay, Activity Assay, Comparison, Standard Deviation