Shortly after the beginning of the global COVID-19 pandemic there was also an increasing number of reports of neurological complications in infected patients. Many case reports and case series described associated diseases of the central and peripheral nervous systems and cerebrovascular complications. This review article provides a short overview of the currently confusing picture of recent findings.