Networks with lateral connectivity. II. Development of neuronal grouping and corresponding receptive field changes.

@article{Xing1996NetworksWL,
  title={Networks with lateral connectivity. II. Development of neuronal grouping and corresponding receptive field changes.},
  author={J Xing and George L. Gerstein},
  journal={Journal of neurophysiology},
  year={1996},
  volume={75 1},
  pages={200-16}
}
1. Using a three-layered network model defined in the previous paper, we studied the basic features of neurons in the cortical layer while the synaptic strengths of lateral excitatory connections were made modifiable by a Hebbian learning rule and a normalization process. 2. We found that neurons in the cortical layer formed groups through their lateral excitatory connections after the network was trained with sequential random dot stimulations. Neurons within a group connected tightly; neurons… CONTINUE READING

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