Is it true that in the Quran that – paraphrased – Muslims should execute non-believers if they do not convert?

Everything I research seems to point to Islam being a violent religion to any non-believers that do not convert. Is it really that prejudice to Athiests and other Religions? What exactly are the violent quotes of this book to non muslims?