publications

2022

• Real-time Radar Gesture Classification with Spiking Neural Network on SpiNNaker 2 PrototypeHuang, J., Vogginger, B., Gerhards, P., Kreutz, F., Kelber, F., Scholz, D., Knobloch, K. & 1 others, 2022, 2022 IEEE 4th International Conference on Artificial Intelligence Circuits and Systems (AICAS). p. 362-365, 4 p.Electronic (full-text) versionResearch output: Contribution to book/conference proceedings/anthology/report > Conference contribution
• Spiking Neural Network based Real-time Radar Gesture Recognition Live DemonstrationHuang, J., Gerhards, P., Kreutz, F., Vogginger, B., Kelber, F., Scholz, D., Knobloch, K. & 1 others, 2022, Proceeding - IEEE International Conference on Artificial Intelligence Circuits and Systems, AICAS 2022. p. 500, 1 p.Electronic (full-text) versionResearch output: Contribution to book/conference proceedings/anthology/report > Conference contribution
• The Scale4Edge RISC-V EcosystemEcker, W., Adelt, P., Mueller, W., Heckmann, R., Krstic, M., Herdt, V., Drechsler, R. & 20 others, 2022, Proceedings of the 2022 Design, Automation and Test in Europe Conference and Exhibition, DATE 2022. Bolchini, C., Verbauwhede, I. & Vatajelu, I. (eds.). Institute of Electrical and Electronics Engineers (IEEE), p. 808-813, 6 p.Electronic (full-text) versionResearch output: Contribution to book/conference proceedings/anthology/report > Conference contribution
• Various Distance Metrics Evaluation on Neural Spike ClassificationGuo, S., Guo, L., Zeinolabedin, S. M. A. & Mayr, C., 2022, p. 554-558, 5 p.Electronic (full-text) versionResearch output: Contribution to conferences > Paper

2021

• Hardware Implementation of an OPC UA Server for Industrial Field DevicesBauer, H., Höppner, S., Iatrou, C., Charania, Z., Hartmann, S., Rehman, S. U., Dixius, A. & 9 others, 1 Nov 2021, In: IEEE transactions on very large scale integration (VLSI) systems. 29, 11, p. 1998-2002, 5 p., 9569952Electronic (full-text) versionResearch output: Contribution to journal > Research article
• Opportunities For A Hardware-Based OPC UA Server Implementation In Industry 4.0Charania, Z., Iatrou, C. P., Khaydarov, V., Jacob, R., Wittig, R., Bauer, H., Höppner, S. & 6 others, 16 Oct 2021, IECON 2021 – 47th Annual Conference of the IEEE Industrial Electronics Society. IEEE Computational Intelligence Society (CIS), p. 1-6, 6 p., 9589043Electronic (full-text) versionResearch output: Contribution to book/conference proceedings/anthology/report > Conference contribution
• Comparing Loihi with a SpiNNaker 2 prototype on low-latency keyword spotting and adaptive robotic controlYan, Y., Stewart, T. C., Choo, X., Vogginger, B., Partzsch, J., Höppner, S., Kelber, F. & 3 others, 1 Sep 2021, In:  Neuromorphic computing and engineering. 1, 1, 014002Electronic (full-text) versionResearch output: Contribution to journal > Research article
• Doppler Disambiguation in MIMO FMCW Radars with Binary Phase ModulationGonzalez, H. A., Liu, C., Vogginger, B., Kumaraveeran, P. & Mayr, C., Aug 2021, In: IET radar, sonar & navigation. 15, 8, p. 884 - 901, 18 p.Electronic (full-text) versionResearch output: Contribution to journal > Research article
• Applied Spiking Neural Networks for Radar-based Gesture RecognitionKreutz, F., Gerhards, P., Vogginger, B., Knobloch, K. & Mayr, C. G., 22 Jun 2021, EBCCSP 2021 - Proceedings: 2021 7th International Conference on Event-Based Control, Communication and Signal Processing. p. 1-4, 4 p.Electronic (full-text) versionResearch output: Contribution to book/conference proceedings/anthology/report > Conference contribution
• Hardware Acceleration of EEG-based Emotion Classification Systems: A Comprehensive SurveyGonzalez, H. A., George, R. M., Muzaffar, S., Acevedo, J., Höppner, S., Mayr, C., Yoo, J. & 2 others, Jun 2021, In: IEEE transactions on biomedical circuits and systems. 15, 3, p. 412-442, 31 p., 9454320Electronic (full-text) versionResearch output: Contribution to journal > Research article