Corpus ID: 202151108

Surround Inhibition Mechanism by Deep Learning

  title={Surround Inhibition Mechanism by Deep Learning},
  author={Naoaki Fujimoto and Muneharu Onoue and A. Sugamoto and Mamoru Sugamoto and T. Yumibayashi},
  journal={arXiv: Neurons and Cognition},
In the sensation of tones, visions and other stimuli, the "surround inhibition mechanism" (or "lateral inhibition mechanism") is crucial. The mechanism enhances the signals of the strongest tone, color and other stimuli, by reducing and inhibiting the surrounding signals, since the latter signals are less important. This surround inhibition mechanism is well studied in the physiology of sensor systems. The neural network with two hidden layers in addition to input and output layers is… Expand

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