Although the recurrence equation for the Winograd algorithm is uniform, no unified approach has been proposed to design parallel Winograd algorithms. The authors propose a unified approach to designing parallel Winograd algorithms. Using this approach, several parallel algorithms are designed. These algorithms are executed on regular arrays including conventional systolic arrays and nonplanar regular arrays. A comparison of their performance is given.