Fabian Horst

According to our database, Fabian Horst authored at least 16 papers between 2016 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Decoding Gait Signatures: Exploring Individual Patterns in Pathological Gait Using Explainable AI.

Djordje Slijepcevic, Fabian Horst, Marvin Simak, Wolfgang Immanuel Schöllhorn, Brian Horsak, Matthias Zeppelzauer

IEEE Access, 2024

The Uniqueness of Gait Patterns Differs Across Data Modalities and Walking Conditions.

Mingrui Sun, Fabian Horst, Djordje Slijepcevic, Denny Oetomo, Ying Tan, Tomislav Bacek

Proceedings of the 10th IEEE RAS/EMBS International Conference for Biomedical Robotics and Biomechatronics, 2024

2022

Explaining Machine Learning Models for Clinical Gait Analysis.

Djordje Slijepcevic, Fabian Horst, Sebastian Lapuschkin, Brian Horsak, Anna-Maria Raberger, Andreas Kranzl, Wojciech Samek, Christian Breiteneder, Wolfgang Immanuel Schöllhorn, Matthias Zeppelzauer

ACM Trans. Comput. Heal., 2022

Explaining machine learning models for age classification in human gait analysis.

Djordje Slijepcevic, Fabian Horst, Marvin Simak, Sebastian Lapuschkin, Anna-Maria Raberger, Wojciech Samek, Christian Breiteneder, Wolfgang Immanuel Schöllhorn, Matthias Zeppelzauer, Brian Horsak

CoRR, 2022

Explaining automated gender classification of human gait.

Fabian Horst, Djordje Slijepcevic, Matthias Zeppelzauer, Anna-Maria Raberger, Sebastian Lapuschkin, Wojciech Samek, Wolfgang Immanuel Schöllhorn, Christian Breiteneder, Brian Horsak

CoRR, 2022

2019

On the Understanding and Interpretation of Machine Learning Predictions in Clinical Gait Analysis Using Explainable Artificial Intelligence.

Fabian Horst, Djordje Slijepcevic, Sebastian Lapuschkin, Anna-Maria Raberger, Matthias Zeppelzauer, Wojciech Samek, Christian Breiteneder, Wolfgang Immanuel Schöllhorn, Brian Horsak

CoRR, 2019

Systematic Comparison of the Influence of Different Data Preprocessing Methods on the Classification of Gait Using Machine Learning.

Johannes Burdack, Fabian Horst, Sven Giesselbach, Ibrahim Hassan, Sabrina Daffner, Wolfgang Immanuel Schöllhorn

CoRR, 2019

Closed-Form Modeling Approach of Trap-Assisted Tunneling Current for Use in Compact TFET Models.

Fabian Horst, Atieh Farokhnejad, Benjamín Iñíguez, Alexander Kloes

Proceedings of the 26th International Conference on Mixed Design of Integrated Circuits and Systems, 2019

Evaluation of Static/Transient Performance of TFET Inverter Regarding Device Parameters Using a Compact Model.

Atieh Farokhnejad, Fabian Horst, Benjamín Iñíguez, François Lime, Alexander Kloes

Proceedings of the 49th European Solid-State Device Research Conference, 2019

2018

What is Unique in Individual Gait Patterns? Understanding and Interpreting Deep Learning in Gait Analysis.

Fabian Horst, Sebastian Lapuschkin, Wojciech Samek, Klaus-Robert Müller, Wolfgang Immanuel Schöllhorn

CoRR, 2018

An Area Equivalent WKB Approach to Calculate the B2B Tunneling Probability for a Numerical Robust Implementation in TFET Compact Models.

Fabian Horst, Atieh Farokhnejad, Benjamín Iñíguez, Alexander Kloes

Proceedings of the 25th International Conference "Mixed Design of Integrated Circuits and System", 2018

2017

Non-iterative NEGF based model for band-to-band tunneling current in DG TFETs.

Fabian Hosenfeld, Fabian Horst, Alexander Kloes, Benjamín Iñíguez, François Lime

Proceedings of the 24th International Conference Mixed Design of Integrated Circuits and Systems, 2017

Analytical modeling of RDF effects on the threshold voltage in short-channel double-gate MOSFETs.

Michael Graef, Franziska Hain, Fabian Hosenfeld, Fabian Horst, Atieh Farokhnejad, Benjamín Iñíguez, Alexander Kloes

Proceedings of the 24th International Conference Mixed Design of Integrated Circuits and Systems, 2017

2016

Modeling approach for rapid NEGF-based simulation of ballistic current in ultra-short DG MOSFETs.

Fabian Hosenfeld, Michael Graef, Fabian Horst, Alexander Kloes, Benjamín Iñíguez, François Lime

Proceedings of the 2016 MIXDES, 2016

Comparative numerical analysis and analytical RDF-modeling of MOSFETs and DG Tunnel-FETs.

Michael Graef, Franziska Hain, Fabian Hosenfeld, Fabian Horst, Atieh Farokhnejad, Alexander Kloes, Benjamín Iñíguez

Proceedings of the 2016 MIXDES, 2016

Implementation of a DC compact model for double-gate Tunnel-FET based on 2D calculations and application in circuit simulation.

Fabian Horst, Michael Graef, Fabian Hosenfeld, Atieh Farokhnejad, Franziska Hain, Gia Vinh Luong, Qing-Tai Zhao, Benjamín Iñíguez, Alexander Kloes

Proceedings of the 46th European Solid-State Device Research Conference, 2016