Don't think, feel: basal ganglia-cortical connectivity underlies self-regulation of brain oscillations in humans

Abstract

Brain-computer interfaces (BCIs) provide an artificial link by which the brain can directly interact with the environment. To achieve fine BCI control, participants must modulate the patterns of the cortical oscillations generated from the motor and somatosensory cortices. However, it remains unclear how humans regulate cortical oscillations, the controllability of which substantially varies across individuals. Here, we performed simultaneous electroencephalography (to assess BCI control) and functional magnetic resonance imaging (to measure brain activity) in healthy participants. Self-regulation of cortical oscillations induced activity in the basal ganglia-cortical network (BgCN) and the neurofeedback control network (NfCN). Successful self-regulation correlated with striatal activity in the BgCN, through which patterns of cortical oscillations were likely modulated. Moreover, BgCN and NfCN connectivity correlated with strong and weak self-regulation, respectively. The findings indicate that the BgCN is important for self-regulation, the understanding of which should help advance BCI technology.