About the Authors

Christopher J. Anders

Contributed equally to this work with: Christopher J. Anders, David Neumann

Roles Conceptualization, Investigation, Methodology, Software, Validation, Visualization, Writing – original draft, Writing – review & editing

Affiliations Machine Learning Group, Department of Electrical Engineering and Computer Science, Technische Universität Berlin, Berlin, Germany, BIFOLD – Berlin Institute for the Foundations of Learning and Data, Berlin, Germany

David Neumann

Contributed equally to this work with: Christopher J. Anders, David Neumann

Roles Conceptualization, Investigation, Methodology, Software, Validation, Visualization, Writing – original draft, Writing – review & editing

Affiliation Department of Artificial Intelligence, Fraunhofer Heinrich-Hertz-Institut, Berlin, Germany

Wojciech Samek

Roles Conceptualization, Investigation, Methodology, Supervision, Writing – original draft, Writing – review & editing

Affiliations BIFOLD – Berlin Institute for the Foundations of Learning and Data, Berlin, Germany, Department of Artificial Intelligence, Fraunhofer Heinrich-Hertz-Institut, Berlin, Germany, Machine Learning and Communications Group, Department of Electrical Engineering and Computer Science, Technische Universität Berlin, Berlin, Germany

Klaus-Robert Müller

Roles Conceptualization, Funding acquisition, Investigation, Methodology, Supervision, Writing – original draft, Writing – review & editing

Affiliations Machine Learning Group, Department of Electrical Engineering and Computer Science, Technische Universität Berlin, Berlin, Germany, BIFOLD – Berlin Institute for the Foundations of Learning and Data, Berlin, Germany, Department of Artificial Intelligence, Korea University, Seoul, Republic of Korea, Max Planck Institut für Informatik, Saarbrücken, Germany

Sebastian Lapuschkin

Roles Conceptualization, Funding acquisition, Investigation, Methodology, Software, Supervision, Writing – original draft, Writing – review & editing

sebastian.lapuschkin@hhi.fraunhofer.de

Affiliations Department of Artificial Intelligence, Fraunhofer Heinrich-Hertz-Institut, Berlin, Germany, Centre of eXplainable Artificial Intelligence, Technological University Dublin, Dublin, Ireland

Competing Interests

The authors have declared that no competing interests exist.