|Title||Controlling oscillatory behaviour of a two neuron recurrent neural network using inputs|
|Publication Type||Conference Paper|
|Year of Publication||2001|
|Authors||Haschke R, Steil JJ, Ritter H|
|Editor||Dorffner G, Bischof H, Hornik K|
|Conference Name||Artificial Neural Networks - ICANN 2001|
We derive analytical expressions of codim-1-bifurcations for a fully connected, additive two-neuron network with sigmoidal activations, where the two external inputs are regarded as bifurcation parameters. The obtained Neimark-Sacker bifurcation curve encloses a region in input space with stable oscillatory behaviour, in which it is possible to control the oscillation frequency by adjusting the inputs.