based on collaborative innovation theory, the cultivation of innovative entrepreneurial talents for electrical engineering graduates should follow nonlinear and spiral patterns. At present, there are several problems in entrepreneurship program education of electrical engineering graduates. The entrepreneurial atmosphere is weak and the motivation for innovation and entrepreneurship is insufficient. The interdisciplinary innovation and entrepreneurship ability is weak. Theoretical research results are more difficult to put into the field of social production. Electrical engineering graduates' innovation based on the theory of the cooperative innovation entrepreneurship training mode can be dealt in several aspects:to implement graduate admission examination recruiting innovative entrepreneurial talent of electrical engineering specialty; to implement graduate student scheme cultivating innovative entrepreneurial talent of electrical engineering specialty; to implement dual master or dual degree program for innovative entrepreneurial talent of electrical engineering specialty; and implement examination and evaluation mechanism for innovative entrepreneurial talent of electrical engineering specialty.