Neural network circuit and self-circulation multi-stage iteration method thereof
A neural network and circuit technology, applied in the field of neural network circuit structure, can solve problems such as hardware circuit and power consumption, application limitations, mobile device terminals are difficult to support deep learning networks, etc., to reduce the amount of calculation and save circuit loss Effect
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[0047] see figure 1 Shown, the self-loop multistage iterative method of the neural network circuit of the present invention comprises the neural network image segmentation stage and the neural network image recognition stage:
[0048] The neural network image segmentation stage is:
[0049] Step 11, reducing the original image to the image size that can be processed by the configurable neural network circuit unit in the neural network circuit, and obtaining the reduced image and image reduction ratio; the original image can be directly collected by the camera, for example, the camera capture resolution is For the original image of 1024×720 pixels, the image size that can be processed by the configurable neural network circuit unit is 320×240 pixels, then the original image is reduced to 320×240, and the reduced image of 320×240 pixels and the image reduction ratio of 0.3 are obtained.
[0050] Step 12. The configurable neural network circuit unit is reconfigured after being c...
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