| 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 |
| Pagination | 1109–1114 |
| Publisher | Springer |
| Abstract | 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. |
| DOI | 10.1007/3-540-44668-0_154 |
