DoG, fit first derivative of Gaussian

版本 1.0.3 (1.5 KB) 作者: Tobias Johansson
Fits first derivative of Gaussian to x,y-data
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更新时间 2019/2/6

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[ALPHA,SIGMA, AMP] = DOG(X,Y) fits first derivative of Gaussian to
x,y-data by minimizing the sum of squared residuals. The output parameter
ALPHA controls amplitude and SIGMA is the standard deviation of the
Gaussian distribution and controls width of the resulting curve, given by
y = normpdf(x,0,SIGMA).*x.*ALPHA. AMP is the peak amplitude.

Is often used in research on serial dependence, e.g. doi:10.1038/nn.3689

引用格式

Tobias Johansson (2024). DoG, fit first derivative of Gaussian (https://www.mathworks.com/matlabcentral/fileexchange/70203-dog-fit-first-derivative-of-gaussian), MATLAB Central File Exchange. 检索时间: .

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版本 已发布 发行说明
1.0.3

Adjusted example so as not to rely on Statistics Toolbox

1.0.2

Removed reliance on Statistics Toolbox

1.0.1

Added image

1.0.0