On viewing the transform performed by a hidden layer in a feedforward ANN, as a complex Mobius mapping
A. Dumitras, V. Lãzãrescu · Proceedings of International Conference on Neural Networks (ICNN'97) · 2002
The current approach is based on Dumitas' results (1996) on studying the outcome of the learning process in a feedforward artificial network (FANN), using projections in the complex plane. Possible links between the conformal mappings and the transform performed by a hidden layer in the FANN are investigated. We show that the latter may be viewed as a Mobius transform. The results are checked experimentally and followed by conclusions and topics of future work.