• A linear orthogonal free transformation of a vector into a space which makes each component of the resulting vector as statistically independent from each other as possible

• The independence is measured by the average mutual information

• Not only decorrelates the signals (using the 2nd-order statistics) but also reduces higher-order statistical dependencies