Two-Dimensional Extreme Learning Machine

Algorithm 1

2DELM.

Input: Training samples

Samples , labels

Output: Model parameters .

(0) Determine the network architecture with input nodes,

   hidden nodes and output nodes;

(1) Randomly choose input parameters , and bias ;

(2) Compute the hidden layer output matrix as in (7);

(3) Solve output parameters by (6) or (8)