Klaus Knobloch

According to our database, Klaus Knobloch authored at least 19 papers between 2021 and 2026.

Collaborative distances:

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

2026

YANA: Bridging the Neuromorphic Simulation-to-Hardware Gap.

Brian Pachideh, Sven Nitzsche, Moritz Neher, Jann Krausse, Carmen Weigelt, Klaus Knobloch, Victor Pazmino Betancourt, Jürgen Becker

CoRR, April, 2026

DendroNN: Dendrocentric Neural Networks for Energy-Efficient Classification of Event-Based Data.

Jann Krausse, Zhe Su, Kyrus Mama, Maryada, Klaus Knobloch, Giacomo Indiveri, Jürgen Becker

CoRR, March, 2026

Multi-Partner Project: CeCaS Accelerator Design for Efficient Supercomputing in Automotive Systems.

Annina Gutermann, Alexey Serdyuk, Fabian Lesniak, Julian Höfer, Hella Toto-Kiesa, Tanja Harbaum, Jürgen Becker, Brian Pachideh, Sven Nitzsche, Moritz Neher, Carmen Weigelt, Jann Krausse, Victor Pazmino Betancourt, Klaus Knobloch, Lukas Groth, Andrija Neskovic, Saleh Mulhem, Mladen Berekovic

Proceedings of the Design, Automation & Test in Europe Conference, 2026

2025

Mitigating Event Fluctuations with Adaptive Buffering for Robust Neuromorphic Systems.

Carmen Weigelt, Jann Krausse, Brian Pachideh, Fabian Kreß, Pascal Gerhards, Moritz Neher, Klaus Knobloch, Jürgen Becker

Proceedings of the Machine Learning and Principles and Practice of Knowledge Discovery in Databases, 2025

Realtime-Capable Hybrid Spiking Neural Networks for Neural Decoding of Cortical Activity.

Jann Krausse, Alexandru Vasilache, Klaus Knobloch, Jürgen Becker

Proceedings of the Neuro Inspired Computational Elements, 2025

How Activity Regularization Harms the Performance of Pruned Spiking Neural Networks.

Jann Krausse, Moritz Neher, Klaus Knobloch, Jürgen Becker

Proceedings of the International Conference on Neuromorphic Systems, 2025

2024

On Metric-Driven Development of Embedded Neuromorphic AI.

Jann Krausse, Moritz Neher, Iris Fürst-Walter, Carmen Weigelt, Tanja Harbaum, Klaus Knobloch, Jürgen Becker

Proceedings of the 37th IEEE International System-on-Chip Conference, 2024

Exploring Neuronal Leakage for Spiking Neural Networks on Event-Driven Hardware.

Jann Krausse, Sven Nitzsche, Brian Pachideh, Carmen Weigelt, Klaus Knobloch, Jürgen Becker

Proceedings of the International Conference on Neuromorphic Systems, 2024

Fast Switching Serial and Parallel Paradigms of SNN Inference on Multi-Core Heterogeneous Neuromorphic Platform SpiNNaker2.

Jiaxin Huang, Bernhard Vogginger, Florian Kelber, Hector A. Gonzalez, Klaus Knobloch, Christian Georg Mayr

Proceedings of the International Conference on Neuromorphic Systems, 2024

Capturing Uncertainty over Time for Spiking Neural Networks by Exploiting Conformal Prediction Sets.

Daniel Scholz, Oliver Emonds, Felix Kreutz, Pascal Gerhards, Jiaxin Huang, Klaus Knobloch, Alois Knoll, Christian Mayr

Proceedings of the International Conference on Machine Learning and Applications, 2024

Hybrid Spiking Neural Networks for Low-Power Intra-Cortical Brain-Machine Interfaces.

Alexandru Vasilache, Jann Krausse, Klaus Knobloch, Jürgen Becker

Proceedings of the IEEE Biomedical Circuits and Systems Conference, 2024

2023

Continuous Inference of Time Recurrent Neural Networks for Field Oriented Control.

Felix Kreutz, Daniel Scholz, Julian Hille, Jiaxin Huang, Florian Hauer, Klaus Knobloch, Christian Georg Mayr

Proceedings of the IEEE Conference on Artificial Intelligence, 2023

Hybrid Spiking and Artificial Neural Networks for Radar-Based Gesture Recognition.

Pascal Gerhards, Martin Weih, Jiaxin Huang, Klaus Knobloch, Christian Georg Mayr

Proceedings of the 8th International Conference on Frontiers of Signal Processing, 2023

Efficient Algorithms for Accelerating Spiking Neural Networks on MAC Array of SpiNNaker 2.

Jiaxin Huang, Florian Kelber, Bernhard Vogginger, Binyi Wu, Felix Kreutz, Pascal Gerhards, Daniel Scholz, Klaus Knobloch, Christian Georg Mayr

Proceedings of the 5th IEEE International Conference on Artificial Intelligence Circuits and Systems, 2023

2022

Improvement of Rejection for AI Safety through Loss-Based Monitoring.

Daniel Scholz, Florian Hauer, Klaus Knobloch, Christian Mayr

Proceedings of the Workshop on Artificial Intelligence Safety 2022 (AISafety 2022) co-located with the Thirty-First International Joint Conference on Artificial Intelligence and the Twenty-Fifth European Conference on Artificial Intelligence (IJCAI-ECAI-2022), 2022

Radar-Based Gesture Recognition with Spiking Neural Networks.

Pascal Gerhards, Felix Kreutz, Klaus Knobloch, Christian Georg Mayr

Proceedings of the 7th International Conference on Frontiers of Signal Processing, 2022

Real-time Radar Gesture Classification with Spiking Neural Network on SpiNNaker 2 Prototype.

Jiaxin Huang, Bernhard Vogginger, Pascal Gerhards, Felix Kreutz, Florian Kelber, Daniel Scholz, Klaus Knobloch, Christian Georg Mayr

Proceedings of the 4th IEEE International Conference on Artificial Intelligence Circuits and Systems, 2022

Spiking Neural Network based Real-time Radar Gesture Recognition Live Demonstration.

Jiaxin Huang, Pascal Gerhards, Felix Kreutz, Bernhard Vogginger, Florian Kelber, Daniel Scholz, Klaus Knobloch, Christian Georg Mayr

Proceedings of the 4th IEEE International Conference on Artificial Intelligence Circuits and Systems, 2022

2021

Applied Spiking Neural Networks for Radar-based Gesture Recognition.

Felix Kreutz, Pascal Gerhards, Bernhard Vogginger, Klaus Knobloch, Christian Georg Mayr

Proceedings of the 7th International Conference on Event-Based Control, 2021