Klaus Knobloch

19 papers C 1Journal 4Unranked 14
YearRankTypeTitle / Venue / Authors
2026 J jnl
DendroNN: Dendrocentric Neural Networks for Energy-Efficient Classification of Event-Based Data.
CoRR
Jann Krausse, Zhe Su, Kyrus Mama, Maryada, Klaus Knobloch, Giacomo Indiveri, Jürgen Becker
2025 — conf
How Activity Regularization Harms the Performance of Pruned Spiking Neural Networks.
ICONS
Jann Krausse, Moritz Neher, Klaus Knobloch, Jürgen Becker
2025 — conf
Realtime-Capable Hybrid Spiking Neural Networks for Neural Decoding of Cortical Activity.
NICE
Jann Krausse, Alexandru Vasilache, Klaus Knobloch, Jürgen Becker
2025 J jnl
Realtime-Capable Hybrid Spiking Neural Networks for Neural Decoding of Cortical Activity.
CoRR
Jann Krausse, Alexandru Vasilache, Klaus Knobloch, Jürgen Becker
2024 C conf
Capturing Uncertainty over Time for Spiking Neural Networks by Exploiting Conformal Prediction Sets.
ICMLA
Daniel Scholz, Oliver Emonds, Felix Kreutz, Pascal Gerhards, Jiaxin Huang, Klaus Knobloch, Alois Knoll, Christian Mayr
2024 — conf
Exploring Neuronal Leakage for Spiking Neural Networks on Event-Driven Hardware.
ICONS
Jann Krausse, Sven Nitzsche, Brian Pachideh, Carmen Weigelt, Klaus Knobloch, Jürgen Becker
2024 — conf
Fast Switching Serial and Parallel Paradigms of SNN Inference on Multi-Core Heterogeneous Neuromorphic Platform SpiNNaker2.
ICONS
Jiaxin Huang, Bernhard Vogginger, Florian Kelber, Hector A. Gonzalez, Klaus Knobloch, Christian Georg Mayr
2024 J jnl
Fast Switching Serial and Parallel Paradigms of SNN Inference on Multi-core Heterogeneous Neuromorphic Platform SpiNNaker2.
CoRR
Jiaxin Huang, Bernhard Vogginger, Florian Kelber, Hector A. Gonzalez, Klaus Knobloch, Christian Georg Mayr
2024 — conf
Hybrid Spiking Neural Networks for Low-Power Intra-Cortical Brain-Machine Interfaces.
BioCAS
Alexandru Vasilache, Jann Krausse, Klaus Knobloch, Jürgen Becker
2024 J jnl
Hybrid Spiking Neural Networks for Low-Power Intra-Cortical Brain-Machine Interfaces.
CoRR
Alexandru Vasilache, Jann Krausse, Klaus Knobloch, Jürgen Becker
2024 — conf
On Metric-Driven Development of Embedded Neuromorphic AI.
SOCC
Jann Krausse, Moritz Neher, Iris Fürst-Walter, Carmen Weigelt, Tanja Harbaum, Klaus Knobloch, Jürgen Becker
2023 — conf
Continuous Inference of Time Recurrent Neural Networks for Field Oriented Control.
CAI
Felix Kreutz, Daniel Scholz, Julian Hille, Jiaxin Huang, Florian Hauer, Klaus Knobloch, Christian Georg Mayr
2023 — conf
Efficient Algorithms for Accelerating Spiking Neural Networks on MAC Array of SpiNNaker 2.
AICAS
Jiaxin Huang, Florian Kelber, Bernhard Vogginger, Binyi Wu, Felix Kreutz, Pascal Gerhards, Daniel Scholz, Klaus Knobloch, Christian Georg Mayr
2023 — conf
Hybrid Spiking and Artificial Neural Networks for Radar-Based Gesture Recognition.
ICFSP
Pascal Gerhards, Martin Weih, Jiaxin Huang, Klaus Knobloch, Christian Georg Mayr
2022 — conf
Improvement of Rejection for AI Safety through Loss-Based Monitoring.
AISafety@IJCAI
Daniel Scholz, Florian Hauer, Klaus Knobloch, Christian Mayr
2022 — conf
Radar-Based Gesture Recognition with Spiking Neural Networks.
ICFSP
Pascal Gerhards, Felix Kreutz, Klaus Knobloch, Christian Georg Mayr
2022 — conf
Real-time Radar Gesture Classification with Spiking Neural Network on SpiNNaker 2 Prototype.
AICAS
Jiaxin Huang, Bernhard Vogginger, Pascal Gerhards, Felix Kreutz, Florian Kelber, Daniel Scholz, Klaus Knobloch, Christian Georg Mayr
2022 — conf
Spiking Neural Network based Real-time Radar Gesture Recognition Live Demonstration.
AICAS
Jiaxin Huang, Pascal Gerhards, Felix Kreutz, Bernhard Vogginger, Florian Kelber, Daniel Scholz, Klaus Knobloch, Christian Georg Mayr
2021 — conf
Applied Spiking Neural Networks for Radar-based Gesture Recognition.
EBCCSP
Felix Kreutz, Pascal Gerhards, Bernhard Vogginger, Klaus Knobloch, Christian Georg Mayr