Fig. 2From: Transformer-CNN: Swiss knife for QSAR modeling and interpretationScheme of modern QSAR models based on ANN. The encoder part (left) extracts main features of the input data by means of RNN (top) or convolutional layers (bottom). Then the feature vector as usual descriptors feeds to the dense layer part consisting of residual and highway connections, normalization layers, and dropoutsBack to article page