Real-time radar gesture classification with spiking neural network on SpiNNaker 2 prototype J Huang, B Vogginger, P Gerhards, F Kreutz, F Kelber, D Scholz, ... 2022 IEEE 4th International Conference on Artificial Intelligence Circuits …, 2022 | 6 | 2022 |
Efficient algorithms for accelerating spiking neural networks on mac array of SpiNNaker 2 J Huang, F Kelber, B Vogginger, B Wu, F Kreutz, P Gerhards, D Scholz, ... 2023 IEEE 5th International Conference on Artificial Intelligence Circuits …, 2023 | 5 | 2023 |
SpiNNaker2: A large-scale neuromorphic system for event-based and asynchronous machine learning HA Gonzalez, J Huang, F Kelber, KK Nazeer, T Langer, C Liu, ... arXiv preprint arXiv:2401.04491, 2024 | 4 | 2024 |
Spiking neural network based real-time radar gesture recognition live demonstration J Huang, P Gerhards, F Kreutz, B Vogginger, F Kelber, D Scholz, ... 2022 IEEE 4th International Conference on Artificial Intelligence Circuits …, 2022 | 3 | 2022 |
Efficient SNN multi-cores MAC array acceleration on SpiNNaker 2 J Huang, F Kelber, B Vogginger, C Liu, F Kreutz, P Gerhards, D Scholz, ... Frontiers in Neuroscience 17, 1223262, 2023 | 2 | 2023 |
Continuous Inference of Time Recurrent Neural Networks for Field Oriented Control F Kreutz, D Scholz, J Hille, H Jiaxin, F Hauer, K Knobloch, CG Mayr 2023 IEEE Conference on Artificial Intelligence (CAI), 266-269, 2023 | 1 | 2023 |
Fast Switching Serial and Parallel Paradigms of SNN Inference on Multi-core Heterogeneous Neuromorphic Platform SpiNNaker2 J Huang, B Vogginger, F Kelber, H Gonzalez, K Knobloch, CG Mayr arXiv preprint arXiv:2406.17049, 2024 | | 2024 |
Hybrid Spiking and Artificial Neural Networks for Radar-Based Gesture Recognition P Gerhards, M Weih, J Huang, K Knobloch, CG Mayr 2023 8th International Conference on Frontiers of Signal Processing (ICFSP …, 2023 | | 2023 |
Augmenting Radar Data via Sampling from Learned Latent Space D Scholz, F Kreutz, P Gerhards, J Huang, F Hauer, K Knobloch, C Mayr 2023 IEEE 3rd International Conference on Computer Communication and …, 2023 | | 2023 |