Source Code


Emotional Neural Network with GA learning Version 3.0

The firs version of the above software toolbox had been used in the following paper:

A winner-take-all approach to emotional neural networks with universal approximation property , Information Sciences, 2016.  

The updated version of toolbox, used in the above paper, is available for using and improving in research projects. This toolbox can be used and improved for various fitting, prediction and classification applications. (For more information please refer to the published paper and always you can contact by esilotf@gmail.com)

 


GA-based ENN (Genetic algorithm-based Emotinal Neural Network toolbox), An ENN with single ICU.

This software toolbox have been used in the following paper:

Wind power forecasting using emotional neural networks, In Systems, Man and Cybernetics (SMC), 2014 IEEE International Conference on

Direct Link: ieeexplore.ieee.org/xpls/abs_all.  

The toolbox, used in the above paper, is available for using and improving in research projects. This toolbox is named GA-based ENN, and can be used and improved for various prediction and classification applications.

 


PCA-BEL

This software toolbox have been used in the following paper:

Gene expression microarray classification using PCA–BEL, Computers in Biology and Medicine (2014)

Direct Link: http://authors.elsevier.com/a/1PopB2OYcXWAZ  

The toolbox, used in the above paper,  is available for using and improving in research projects. This toolbox is namedPCA-BEL, and can be used and improved for various pattern recognition problems. (For more information please refer to the published paper and always you can contact by esilotf@gmail.com)

 


BELPR

This software toolbox have been used in the following papers:

A Neural Basis Computational Model of Emotional Brain for Online Visual Object Recognition, Applied Artificial Intelligence (2014).

Direct Link: http://www.tandfonline.com/eprint/5ASiByT5ExyY3NMXEwYP/full   

Brain emotional learning-based pattern recognizer, Cybernetics and Systems: An International Journal, (2013),

Direct Link: http://dx.doi.org/10.1080/01969722.2013.789652

The toolbox, used in the above papers, is available for using and improving in research projects. This toolbox is namedBELPR, and can be used and improved for various application problems. You can use itsSample Dataset for classification problems. Sample dataset for prediction applcations isSample Dataset. (For more information please refer to the published paper and always you can contact by esilotf@gmail.com). 

 


A Novel Single Neuron Perceptron with Universal Approximation and XOR Computation Properties, Comput Intell Neurosci., (2014)

Access Link: http://www.ncbi.nlm.nih.gov/pmc/articles/PMC4020563/  

Source Code:

Since this item is improving, it’s not accessible. (For more information please refer to the published paper or contact by esilotf@gmail.com)

 


Two layer ENN

This software toolbox have been used in the following paper:

Practical emotional neural networks, Neural Networks (2014)

The toolbox, used in the above paper, is available for using and improving in research projects. This toolbox is namedtwo-layer ENN, and can be used and improved for various application problems. (For more information please refer to the published paper and always you can contact by esilotf@gmail.com)

 


AD-BEL ToolBox

This software toolbox have been used in the following paper:

Adaptive brain emotional decayed learning for online prediction of geomagnetic activity indices, Neurocomputing (2013),

Direct Link: http://dx.doi.org/10.1016/j.neucom.2013.02.040

The toolbox, used in the above paper, is available for using and improving in research projects. This toolbox is namedADBEL, and can be used and improved for various application problems. You can use it's sampleDataset downloaded from http://omniweb.gsfc.nasa.gov/html/ow_data.html (For more information please refer to the published paper and always you can contact by esilotf@gmail.com)