Computational Design and Nonlinear Dynamics of a Recurrent Network Model of the Primary Visual Cortex

@article{Li2001ComputationalDA,
  title={Computational Design and Nonlinear Dynamics of a Recurrent Network Model of the Primary Visual Cortex},
  author={Zhaoping Li},
  journal={Neural Computation},
  year={2001},
  volume={13},
  pages={1749-1780}
}
Recurrent interactions in the primary visual cortex make its output a complex nonlinear transform of its input. This transform serves preattentive visual segmentation, that is, autonomously processing visual inputs to give outputs that selectively emphasize certain features for segmentation. An analytical understanding of the nonlinear dynamics of the recurrent neural circuit is essential to harness its computational power. We derive requirements on the neural architecture, components, and… CONTINUE READING
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