Why neurons mix: high dimensionality for higher cognition

Highlights • Mixed selectivity: neurons respond to diverse non-linear combinations of task relevant variables. • Mixed selectivity is a signature of high dimensional neural representations. • High dimensional neural representations enable simple readouts to generate a huge number of responses. • Recorded neural representations are often high dimensional.