author = {Bassem Khouzam and Hervé Frezza-Buet},
title = {Tracking Non-stationary Dynamical System Phase using Multi-map and Temporal Self-organizing Architecture},
year = {2011},
booktitle = {NaBIC 2011, IEEE},
month = {oct},
address = {Salamanca (Spain)},
url = {http://www.metz.supelec.fr/metz/personnel/frezza/Papers/KhouzamNaBIC11.pdf},
abstract = {This paper presents a multi-map recurrent neural architecture, exhibiting self-organization to deal with the partial observations of the phase of some dynamical system. The architecture captures the dynamics of the system by building up a representation of its phases, coping with ambiguity when distinct phases provide identical observations. The architecture updates the resulted representation to adapt to changes in its dynamics due to self-organization property. Experiments illustrate the dynamics of the architecture when fulfilling this goal.}