Brainwashing Random Asymmetric `Neural' Networks

@inproceedings{LittlewortJ1991BrainwashingRA,
  title={Brainwashing Random Asymmetric `Neural' Networks},
  author={G. C. LittlewortJ},
  year={1991}
}
  • G. C. LittlewortJ
  • Published 1991
An algorithm for synaptic modiication (plasticity) is described by which a recurrently connected network of neuron-like units can organize itself to produce a sequence of activation states that does not repeat itself for a very long time. During the self-organization stage, the connections between the units undergo non-Hebbian modiications, which tend to decorrelate the activity of the units, thereby lengthening the period of the cyclic modes inherent in the network. It is shown that the… CONTINUE READING