Aminoglycosides represent an important resource against infectious diseases. However, the prevalence of aminoglycoside resistant bacteria has limited their clinical efficacy and prompted the renewed interest in the study of resistant mechanisms as well as the development of novel aminoglycoside antibiotics. This review will focus on the latest development in the design and synthesis of novel aminoglycoside derivatives.