This paper draws on findings from educational neuroscience to provide insights into the role of cognitive inhibition in relation to overcoming misconceptions, and reports on the UnLocke Project, which aimed to develop a computer-based intervention to encourage children to engage their inhibitory control and improve their performance in science and maths.