Title :
Landscapes of basins of local minima in the XOR problem
Author_Institution :
Inf. & Comput. Sci. Lab., Kagawa Univ., Takamatsu, Japan
Abstract :
Basins of attraction of local minima in the XOR problem in a backpropagation neural network are shown with computer simulation. The basins have complex shapes in spite of a simple architecture of the network.
Keywords :
backpropagation; digital simulation; feedforward neural nets; multilayer perceptrons; XOR problem; backpropagation neural network; basins of attraction; basins of local minima; computer simulation; landscapes; Backpropagation; Computer architecture; Computer science; Computer science education; Computer simulation; Convergence; Intelligent networks; Laboratories; Neural networks; Shape;
Conference_Titel :
Neural Networks, 1993. IJCNN '93-Nagoya. Proceedings of 1993 International Joint Conference on
Print_ISBN :
0-7803-1421-2
DOI :
10.1109/IJCNN.1993.716975
