Designing and Accelerating Spiking Neural Network Based on High-Level Synthesis

The purpose of this paper is to use an advanced spiking neural network algorithm, and accelerate the algorithm with a variety of acceleration methods based on the high-level synthesis platform. Its target is to solve the problem of insufficient performance of the traditional computing platform in real-time electrocardiogram data processing. The experiment shows that the performance is improved significantly, which proves that the proposed method is effective in real-time data processing.