Complex sentence: The Amari distance is a measure between two nonsingular matrices, useful for checking for convergence in independent component analysis algorithms and for comparing solutions.
Split into simpler sentences: The Amari distance is a measure between two nonsingular matrices. Useful for checking for convergence in ICA algorithms, and for comparing solutions.