An Interactive Graphical Visualization Approach to CNNs and RNNs

Survey of explainable artificial intelligence techniques for biomedical imaging with deep neural networks

“…A web-based interactive approach to visualize the CNN allows to view the data flow and model architecture, the weights, layer processing and interpretable aspects of the whole model [126]. The interface provides visualization techniques for CNN, and RNN [126]. For CNN model, the weights for convolutional, pooling and fully-connected layers could be viewed [126].…”

“…The interface provides visualization techniques for CNN, and RNN [126]. For CNN model, the weights for convolutional, pooling and fully-connected layers could be viewed [126]. The interface was evaluated using surveys for both experts of DNN and non-experts and showed the approach to be effective [126].…”