A new set of sufficient conditions based on coupling parameters for synchronization of Hopfield like chaotic neural networks

N Mahdavi, MB Menhaj - International Journal of Control, Automation and …, 2011 - Springer
In this paper, we consider a Hopfield like Chaotic Neural Networks which have both self-
coupling and non-invertible activation functions. We show that the interactions between …

Chaotic neural network controlled by particle swarm with decaying chaotic inertia weight for pattern recognition

M Daneshyari - Neural Computing and Applications, 2010 - Springer
This study introduces a new type of chaotic neural network, which is built upon perturbed
Duffing oscillator. The neurons in this network behave collectively based on a modified …

Effect of weighting parameters on dynamical behavior of Hopfield neural networks with logistic map activation functions

N Mahdavi, MB Menhaj, A Afshar - 2009 IEEE Symposium on …, 2009 - ieeexplore.ieee.org
In ANN terminology, the synaptic connections are the weights of the neural networks and
can be seen as an interaction between neurons. In this paper, we consider two simple …