175 citations · 201 across the 6 of their papers we have counts for
3 papers · 1 filter
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…
Ablation Studies in Artificial Neural Networks
Richard Meyes, Melanie Lu, Constantin Waubert de Puiseau +1
Ablation studies have been widely used in the field of neuroscience to tackle complex biological systems such as the extensively studied Drosophila central nervous system, the vert…
Ablation of a Robot's Brain: Neural Networks Under a Knife
Peter E. Lillian, Richard Meyes, Tobias Meisen
It is still not fully understood exactly how neural networks are able to solve the complex tasks that have recently pushed AI research forward. We present a novel method for determ…