ECG |
Electrocardiogram |
EEG |
Electroencephalography |
CT |
Computed Tomography |
QRS complex |
Combination of three of the graphical deflections (Q wave, R wave, and S wave) seen on a typical ECG record. It represents an electrical impulse spreading through the ventricles of the heart and indicating their depolarization |
Conv1d |
Layer in Deep Neural Networks that performs a convolution on one-dimensional signal |
MaxPool1d |
Layer in Deep Neural Networks that performs pooling operation by selecting a maximum value from the moving window |
Fully Connected |
Layer in Deep Neural Networks that consists of neurons that process whole input data |
Leaky ReLU |
Activation function used in Deep Neural Networks |
Padding |
Parameter used in convolutional layers specifying the amount of zeroed samples added to the start and end of the processed signal. For example: Padding of 1 means that there is one sample of value zero artificially added at the beginning and the end of the signal. This operation is conducted to mitigate activation map shrinkage due to the application of convolution |
Stride |
Parameter used in convolutional layers specifying shift distance between subsequent windows of convolutions. For example: A stride of 1 means that the next convolution starts right after the beginning of the previous one, so the windows will overlap (provided that kernel size is bigger than 1) |
RBF |
Radial Basis Function |