Deep learning for sleep stages classification: modified rectified linear unit activation function and modified orthogonal weight initialisation

Each stage of sleep can affect human health, and not getting enough sleep at any stage may lead to sleep disorder like parasomnia, apnea, insomnia, etc. Sleep-related diseases could be diagnosed using Convolutional Neural Network Classifier. However, this classifier has not been successfully impleme...

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