More on the generalized fisher discriminant based in 2 neuron cellular neural networks

In reference [1], a statistic based on the convergence map of the two-neuron cellular neural network with piece-wise linear activation function was introduced for hypothesis testing. We present a deeper discussion on the variations of the method, its use in pattern recognition, and particularly, the extension of the problem to higher dimensions.