Imperial College London

ProfessorDaniloMandic

Faculty of EngineeringDepartment of Electrical and Electronic Engineering

Professor of Signal Processing
 
 
 
//

Contact

 

+44 (0)20 7594 6271d.mandic Website

 
 
//

Assistant

 

Miss Vanessa Rodriguez-Gonzalez +44 (0)20 7594 6267

 
//

Location

 

813Electrical EngineeringSouth Kensington Campus

//

Summary

 

Publications

Citation

BibTex format

@inproceedings{Mandic:2000:10.1109/NEUREL.2000.902381,
author = {Mandic, DP and Krcmar, IR},
doi = {10.1109/NEUREL.2000.902381},
pages = {42--45},
title = {On training with slope adaptation for feedforward NNs},
url = {http://dx.doi.org/10.1109/NEUREL.2000.902381},
year = {2000}
}

RIS format (EndNote, RefMan)

TY  - CPAPER
AB - © 2000 IEEE. Relationships between the learning rate η and the slopes β in the tanh activation function for a feedforward neural network (NN) are provided. The analysis establishes the equivalence in the static and dynamic sense between a referent and an arbitrary feedforward NN which helps to reduce the number of degrees of freedom in learning algorithms for NNs.
AU - Mandic,DP
AU - Krcmar,IR
DO - 10.1109/NEUREL.2000.902381
EP - 45
PY - 2000///
SP - 42
TI - On training with slope adaptation for feedforward NNs
UR - http://dx.doi.org/10.1109/NEUREL.2000.902381
ER -