Auto-association by multilayer perceptrons and singular value decomposition

An introduction to computing with neural nets

Richard P. Lippmann · IEEE ASSP Magazine · 1987 · 7.9K citations

Computing, Computer Science, Artificial Intelligence +16

Orthogonal transforms for digital signal processing

K.R. Rao, N. Ahmed · 2005 · 837 citations

Engineering, Electrical Engineering, Digital Communication +4

Updating the singular value decomposition

James R. Bunch, Christopher P. Nielsen · Numerische Mathematik · 1978 · 285 citations

Natural Sciences, Aerospace Engineering, Optimization +8

Learning the hidden structure of speech

Jeffrey L. Elman, David Zipser · The Journal of the Acoustical Society of America · 1988 · 269 citations

Computing, Computer Science, Machine Learning +16

Least squares, singular values and matrix approximations

Gene H. Golub · Applications of Mathematics · 1968 · 89 citations · Full text

Natural Sciences, Mathematics, Optimization +13