Code availability The code used to generate the figures can be found at https://github.com/delsuc/Fourier-Transform-Review. References Bracewell, R. N. The Fourier Transform and Its Applications (McGraw Hill, 2
The MA14algorithm gives an upper bound on the privacy of the composed DP privacy-preserving algorithm. However, it is currently considered to be a loose upper bound nowadays. It was applied to DP-SGD in14, where its performance was analyzed using typical datasets. Subsequently18, draws on the...
Data availability Data will be made available on request.References [1] Lévêque O., Kulcsár C., Lee A., Sauer H., Aleksanyan A., Bon P., Cognet L., Goudail F. Co-designed annular binary phase masks for depth-of-field extension in single-molecule localization microscopy Opt. Express...
Local transpose (in-place or out-of-place): exampletranspose.cc More general types of convolutions (for example, autoconvolutions) can be performed by defining a custom multiplier function. Wrappers Wrappers for the convolution routines are available for C, Fortran, and Python. Examples are given...
Tukey in the 1960s. It was actually a rediscovery of an idea of Runge (1903) and Danielson and Lanczos (1942), first occurring prior to the availability of computers and calculators, when numerical calculation could take many man-hours. In addition, the German mathematician Karl Friedrich ...
Historically, CNNs were first applied to image data in the context of handwriting recognition [2]. Since then the via- bility of CNNs, and deep learning in general, has been facilitated, alongside theoretical improvements, by significant recent advancements in the availability of processing power....
Spurred by the simultaneous need for data privacy protection and data sharing, federated learning (FL) has been proposed. However, it still poses a risk of privacy leakage in it. This paper, an improved Differential Privacy (DP) algorithm to protect the federated learning model. Additionally, th...
fft3r.cc ### Availability and License ### To compile from Git developmental source code: git clone https://github.com/dealias/fftwpp All source files in the FFTW++ project, unless explicitly noted otherwise, are released under version 3 (or later) of the GNU Lesser General Public License...
Code availability Custom code written in Python to perform spectral reconstruction via the elastic-D1regularized regression technique is available upon reasonable request. Data availability Raw data from the basis measurements and all interferogram measurements are available from the corresponding authors upon...
Data availability The raw datasets generated and/or analysed for this work are available athttps://doi.org/10.5281/zenodo.14505687(ref.32).Source Dataare provided with this paper. Code availability The code underlying the simulations presented in this paper are available athttps://github.com/preve...