Papers on Self-Organizing Neural Networks

[Guilherme de Alencar Barreto]

Dear Connectionists,

Maybe the following papers can be of interest for those working
with Unsupervised Neural Networks and their applications to
generative modeling and robotics.

Abstracts and downloadable draft
versions can be found at http://www.deti.ufc.br/~guilherme/publicacoes.htm

Best regards,

Guilherme A. Barreto
Department of Teleinformatics Engineering
Federal University of Ceara, BRAZIL

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Paper (1):

Barreto, G.A., Araújo, A.F.R. and Kremer, S. (2003).
"A taxonomy for spatiotemporal connectionist networks revisited: The
unsupervised case."
Neural Computation, 15(6):1255-1320.

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Paper (2):

Barreto, G.A., Araújo, A.F.R. and Ritter, H. (2003).
"Self-organizing feature maps for modeling and control of robotic
manipulators."
Journal of Intelligent and Robotic Systems, 36(4):407-450.

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Paper (3):

Barreto, G.A., Araújo, A.F.R., Dücker, C. and Ritter, H. (2002).
"A distributed robotic control system based on a Temporal Self-Organizing
Neural Network"
IEEE Transactions on Systems, Man, and Cybernetics, C-32(4):347-357.