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conference paper

Extended Hopfield Network for Sequence Learning: Application to Gesture Recognition

Maurer, A.  
•
Hersch, M.  
•
Billard, A.  
2005
Artificial Neural Networks: Biological Inspirations – ICANN 2005
ICANN'2005

In this paper, we extend the Hopfield Associative Memory for storing multiple sequences of varying duration. We apply the model for learning, recognizing and encoding a set of human gestures. We measure systematically the performance of the model against noise.