Algorithm-Oriented SIMD Computer Mathematical Model and Its Application

This paper has designed a professional and practical SIMD computer mathematical model based on the physical machine combined with variable addition method. Furthermore, is applied in image collection, processing, display operations, data parallel processing system finally established by absorbing computing advantages of model. In addition, data-parallel algorithm introduced convolutional neural network optimized to promote significant improvement main performance such as accuracy application system. The final experimental results have shown that highest reaches 93.3% lowest error rate 0.11%, which proves superiority applications.