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Convolutional neural networks CNNs (enjoy)

version 1.0.0 (107 KB) by BERGHOUT Tarek
a full version of local receptive field Convolutional neural network is presented in this toolbox.

60 Downloads

Updated 23 Apr 2019

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To undrestand the main idea of convolutional neural networks, specially for the new comers to CNNs we made these codes small as it is possible and we added many comments in the codes almost each line has a comment.
the CNN in these codes is trained using ELM, and the local fields are independent from each other (no overlap).
if you need any help concerning these codes or your deep learning project , do not hesitate to contact me via : berghouttarek@gmail.com
and please if you used this toolbox ,cite my name in your paper.
for any referances , you can start with these ones that i used in my work:
[1] C. M. Vong, “Local Receptive Fields Based Extreme Learning Machine,” IEEE Comput. Intell. Mag., vol. 10, no. 2, pp. 18–29, 2015.
[2] G. Huang, N. Liang, H. Rong, P. Saratchandran, and N. Sundararajan, “On-Line Sequential Extreme Learning Machine Review of Extreme Learning Ma- chine ( ELM ) Proposed Online Sequential Ex-,” Int. Conf. Comput. Intell., no. Ci, 2005.
[3] O. Barak, M. Rigotti, and S. Fusi, “The Sparseness of Mixed Selectivity Neurons Controls the Generalization–Discrimination Trade-Off,” J. Neurosci., vol. 33, no. 9, pp. 3844–3856, 2013.

Cite As

BERGHOUT Tarek (2019). Convolutional neural networks CNNs (enjoy) (https://www.mathworks.com/matlabcentral/fileexchange/71325-convolutional-neural-networks-cnns-enjoy), MATLAB Central File Exchange. Retrieved .

Comments and Ratings (9)

God Keven

where is the dataset? program can not run without sample data!

Anbu Kathir

how to create imagedatastore in de learnning

z Ehsan

i am getting the same error for 'load(digitDataSet.mat')' => No such file or directory.

there is no matrix "digitDataSet.mat" in the attached code

just check your files directory, the name of dierctory (folder) must be written in english letters without any symbols or spaces, and make sure that your matlab version compatible with the same one that the code created with.

suraj sahoo

While running i am getting
Error using load
Unable to read file 'digitDataSet.mat'. No such file or directory.
From where i can get 'digitDataSet.mat', 'trainingImages', 'trainingLabels', 'testImages'

zewei wang

thanks for Sharing,it is very helpfull

how to open this toolbox

MATLAB Release Compatibility
Created with R2019a
Compatible with any release
Platform Compatibility
Windows macOS Linux