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Table 2 Parameter settings of ELM

From: Evaluation of different time domain peak models using extreme learning machine-based peak detection for EEG signal

Parameters Value
Number of neurons in the hidden layer 500
Biases in the hidden layer Random [0, 1]
Activation function in the hidden layer Sigmoid [−1, 1]
Activation function in the output layer Linear function
Number of neurons in the input layer Depends on a number of features
Number of neurons in the output layer 2