A study on the relationship between the rank of input data and the performance of random weight neural network

The perceptron: A probabilistic model for information storage and organization in the brain.

Frank F. Rosenblatt · Psychological Review · 1958 · 11.7K citations

Life Sciences, Neuroscience, Cognitive Neuroscience +13

Extreme learning machine: a new learning scheme of feedforward neural networks

Guang-Bin Huang, Qin‐Yu Zhu, Chee‐Kheong Siew · 2005 · 4.1K citations

Computing, Computer Science, Algorithms +10

Singular value decomposition and least squares solutions

Gene H. Golub, C. Reinsch · Numerische Mathematik · 1970 · 2.9K citations

Natural Sciences, Mathematics, Differential Equations +10

Universal Approximation using Incremental Constructive Feedforward Networks with Random Hidden Nodes

Guang-Bin Huang, Lei Chen, Chee‐Kheong Siew · IEEE Transactions on Neural Networks · 2006 · 2.6K citations

Computing, Computer Science, Algorithms +9

The singular value decomposition: Its computation and some applications

Virginia Klema, Alan J. Laub · IEEE Transactions on Automatic Control · 1980 · 1.6K citations

Natural Sciences, Computer Science, Mathematics +14