Esteban José Palomo Ferrer

ASSOCIATE PROFESSOR

CONTACT

Phone: +34-952-132726
Fax: +34-952-131397
Email: ejpalomo@lcc.uma.es
University of Malaga
Department of Computer Science
Bulevar Louis Pasteur, 35
Campus de Teatinos
29071 Málaga (Spain)

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GNF

Reference:

E.J. Palomo and E. Lopez-Rubio, Learning Topologies with the Growing Neural Forest. International Journal of Neural Systems. ISSN: 0129-0657.
http://dx.doi.org/10.1142/S0129065716500192

Source code download:

Source code and demos of GNF

GHNG

Reference:

E.J. Palomo and E. Lopez-Rubio, The Growing Hierarchical Neural Gas Self-Organizing Neural Network. IEEE Transactions on Neural Networks and Learning Systems.
http://dx.doi.org/10.1109/TNNLS.2016.2570124

Source code download:

Source code and demos of GHNG

GHBSOM

Reference:

E. Lopez-Rubio, E.J. Palomo and E. Dominguez, Bregman divergences for growing hierarchical self-organizing networks. International Journal of Neural Systems. ISSN: 0129-0657.
http://dx.doi.org/10.1142/S0129065714500166

Source code download:

Source code and demos of GHBSOM

MESOM

Reference:

E. Lopez-Rubio, E.J. Palomo and E. Dominguez, Robust self-organization with M-estimators. Neurocomputing. ISSN: 0925-2312.
http://dx.doi.org/10.1016/j.neucom.2014.09.024

Source code download:

Source code and demos of MESOM

GHPSOG

Reference:

E. Lopez-Rubio and E.J. Palomo, Growing Hierarchical Probabilistic Self-Organizing Graphs. IEEE Transactions on Neural Networks. ISSN: 1045-9227.
http://dx.doi.org/10.1109/TNN.2011.2138159

Source Code Download:

Source code and demos of GHPSOG
Sample data to run the demos   
Auxiliary libraries