| A survey of encoding techniques for signal processing in spiking neural networks D Auge, J Hille, E Mueller, A Knoll Neural Processing Letters 53 (6), 4693-4710, 2021 | 226 | 2021 |
| Spiking transformer networks: A rate coded approach for processing sequential data E Mueller, V Studenyak, D Auge, A Knoll 2021 7th International Conference on Systems and Informatics (ICSAI), 1-5, 2021 | 29 | 2021 |
| Automotive radar processing with spiking neural networks: Concepts and challenges B Vogginger, F Kreutz, J López-Randulfe, C Liu, R Dietrich, HA Gonzalez, ... Frontiers in neuroscience 16, 851774, 2022 | 25 | 2022 |
| End-to-end spiking neural network for speech recognition using resonating input neurons D Auge, J Hille, F Kreutz, E Mueller, A Knoll International Conference on Artificial Neural Networks, 245-256, 2021 | 15 | 2021 |
| Minimizing inference time: optimization methods for converted deep spiking neural networks E Mueller, J Hansjakob, D Auge, A Knoll 2021 International Joint Conference on Neural Networks (IJCNN), 1-8, 2021 | 11 | 2021 |
| FMCW radar2radar interference detection with a recurrent neural network J Hille, D Auge, C Grassmann, A Knoll 2022 IEEE Radar Conference (RadarConf22), 1-6, 2022 | 10 | 2022 |
| Hand gesture recognition in range-doppler images using binary activated spiking neural networks D Auge, J Hille, E Mueller, A Knoll 2021 16th IEEE International Conference on Automatic Face and Gesture …, 2021 | 9 | 2021 |
| Resonate-and-fire neurons as frequency selective input encoders for spiking neural networks D Auge, E Mueller | 9 | 2020 |
| Resonate-and-fire neurons for radar interference detection J Hille, D Auge, C Grassmann, A Knoll Proceedings of the International Conference on Neuromorphic Systems 2022, 1-4, 2022 | 6 | 2022 |
| Hand gesture recognition using hierarchical temporal memory on radar sequence data D Auge, P Wenner, E Mueller Bernstein Conference 2020, 2020 | 3 | 2020 |
| Neural Oscillations for Energy-Efficient Hardware Implementation of Sparsely Activated Deep Spiking Neural Networks E Mueller, D Auge, S Klimaschka, A Knoll Association for the Advancement of Artificial Intelligence (AAAI), 2022 | 2 | 2022 |
| An Evaluation of “Crash Prediction Networks”(CPN) for Autonomous Driving Scenarios in CARLA Simulator S Nair, S Shafaei, D Auge, A Knoll | 2 | 2021 |
| Exploiting inhomogeneities of subthreshold transistors as populations of spiking neurons E Mueller, D Auge, A Knoll The International Conference on Natural Computation, Fuzzy Systems and …, 2022 | 1 | 2022 |
| Normalization hyperparameter search for converted spiking neural networks E Mueller, D Auge, A Knoll Bernstein Conference, 2021 | 1 | 2021 |
| Faster conversion of analog to spiking neural networks by error centering E Mueller, J Hansjakob, D Auge Bernstein Conference 2020, 2020 | 1 | 2020 |
| Low-power Time Series Processing with Spiking Neural Networks DG Auge Technische Universität München, 2023 | | 2023 |
| Resonate-and-Fire Neurons as Frequency Selective Input Encoders for Spiking Neural Networks: Technischer Bericht D Auge, E Mueller Technische Universität München, Institut für Informatik, 2020 | | 2020 |
| Best Paper Award RS Nair, S Shafaei, D Auge, A Knoll | | |
