Fast committee learning: Preliminary results
Andrew Swann, Nigel M Allinson · Electronics Letters · 1998
Fast committee learning can, to some extent, achieve the generalisation advantages of a committee of neural networks, without the need for independent learning of the committee members. This is achieved by selecting committee members from time-slices of the learning trajectory of one neural network.