%0 Conference Paper %1 Rehmer_WCCI_2022 %A Rehmer, Alexander %A Kroll, Andras %B Preprints of the International Joint Conference on Neural Networks (IJCNN 2022) %C Padua, Italy %D 2022 %K isac-www %P 1-8 %T The effect of the forget gate on bifurcation boundaries and dynamics in Recurrent Neural Networks and its implications for gradient-based optimization