(1) Lateral inhibition of cortical columns was applied to coding and decoding of the neural population to realize position tracking.

(2) The algorithmic lateral inhibition model (ALI) is proposed to extract the motion in multiple channels in the form of temporal and spatial-temporal filtering.

(3) The receptive field (RF) theory and the lateral inhibition (LI) mechanism are of the same view.

(4) Lateral inhibition predicts the opposite effect, so the mechanism must be quite different.

(5) Combining the spatial lateral inhibition network, the model reduced the influence of the variation in background illuminations on the boundary detection.

(6) Lateral inhibition - A system of vision in which excited neurons inhibit neighboring neurons to make edges appear sharper.

(7) The neural network ensembles based on lateral inhibition of cortical columns are built to simulate the neuron firing phenomenon in cortical columns and to be used for position tracking.

(8) The binary lateral inhibition network has strong sharpen effect to peaks, while it has amazing low computation load.

(9) Cowan set up a mathematical equation that represented the neural activity, and built lateral inhibition into it.

(10) A characteristic pattern of connections among neurons (nerve cell) in the eyes of most animals (including humans) is lateral inhibition network.

(11) In this paper, evolutionary strategy is used to search the optimal weighting parameters of the lateral inhibition model.

(12) For infrared image with the characteristics of low contrast and low signal-to-noise, a infrared image enhancement method based on Wavelet Transform and Lateral Inhibition Network is presented.

(13) This is consistent with the physiological observations such as two Gauss like receptive fields, lateral inhibition phenomena and so on But, there is still lack of psycholophysical evidence about this.

(14) In the second part, A very simple but efficient model of lateral inhibition is proposed based on lateral inhibition mechanism of auditory perception.

(15) An algorithm of small target detection based on pattern lateral inhibition is pro- posed.

(16) Begin with it, the processing and transfer mechanism of retina are discussed. A new dynamic mathematic mode of recurrent lateral inhibition is put forward by form of different equations.

(17) One part of the image taken from TV targeting pod is processed through this method, experimental results show that the circular lateral inhibition network can sharpen edges and increase contrast.

(18) Enhancing the contrast and standing out the edge an important function of the lateral inhibition network.

(19) This paper proposes a novel algorithm about image segmentation based on the vision lateral inhibition model and statistics of consecutive fields.

(20) In this thesis, first, color spaces and color models are introduced, the Human Visual System (HVS) is explicated and lateral inhibition mechanism is emphasized.

(21) This paper proposes a novel peak picking algorithm with binary lateral inhibition network.