Analysis of a modified Hebbian rule

A modified Hebbian rule using the matrix G=sgn(X ^TX) to induce a certain mapping is discussed. This mapping g is specified as soon as one has chosen the m×n matrix X over U to construct G by use of the above expression. The analysis of g relies on simple counting arguments and on the use of Stirling's approximation to obtain asymptotic results