Research on an accuracy improvement technology of ADC acquisition system based on pruning neural network
Zheng Fang,
Minghu Zhang,
Houping Zhou
Abstract:This paper introduces an algorithm for improving the accuracy of the ADC acquisition system based on pruning neural network, which can calibrate the errors caused by the analog-to-digital conversion module and other parts in the acquisition system, and effectively improve the accuracy of the ADC acquisition system. By using techniques such as neuron pruning, weight clustering, and parameter quantization, the network we trained greatly reduces hardware resource consumption while achieving the calibration effect… Show more
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