Authors
Md Shiblee, B Chandra, Prem Kumar Kalra
Publication date
2008/11/25
Book
International Conference on Neural Information Processing
Pages
27-36
Publisher
Springer Berlin Heidelberg
Description
The paper proposes new neuron model with an aggregation function based on Generalized harmonic mean of the inputs. Information-maximization approach has been used for training the new neuron model. The paper focuss on illustrating the efficiency of the proposed neuron model for blind source separation. It has been shown on various generated mixtures (for blind source separation) that the new neuron model performs far superior compared to the conventional neuron model.
Scholar articles
M Shiblee, B Chandra, PK Kalra - International Conference on Neural Information …, 2008