The dynamic model of lateral inhibition network and it is application
Concentrate on the computational model of visual attention, in this paper, we present the electric circuit model of the human retina cells on the base of lateral inhibit network and then deduce the mathematic formulas to define the static and dynamic processes of the network. The learning algorithm is also discussed to get right model parameters. The model reveals the case of the human biological character on image and video processing. Specifically on video processing, the convolution integral function which shows the neural computing process of the human eyes is developed based on the dynamical equation and the circuit principle. Some examples are also introduced to demonstrate the neural computing process of the model on the static image and video processing.
lateral inhibit network visual attention machine vision neural network