Under the Hood of Neural Networks: Characterizing Learned Representations by Functional Neuron Populations and Network Ablations

Richard Meyes, Constantin Waubert de Puiseau, Andres Posada-Moreno +1

The need for more transparency of the decision-making processes in artificial neural networks steadily increases driven by their applications in safety critical and ethically chall…