publications

2022

• A 64-channel back-gate adapted ultra-low-voltage spike-aware neural recording front-end with on-chip lossless/near-lossless compression engine and 3.3V stimulator in 22nm FDSOISchuffny, F. M., Zeinolabedin, S. M. A., George, R., Guo, L., Weise, A., Uhlig, J., Meyer, J. & 6 others, 2022, 2022 IEEE Asian Solid-State Circuits Conference (A-SSCC). Institute of Electrical and Electronics Engineers (IEEE), p. 1-3Electronic (full-text) versionResearch output: Contribution to book/conference proceedings/anthology/report > Conference contribution
• An efficient RNN Language Model using activity sparsity and sparse back-propagation through timeSchöne, M., Nazeer, K. K., Mayr, C., Kappel, D. & Subramoney, A., 2022, The 2nd Workshop on Efficient Natural Language and Speech Processing (NeurIPS 2022 Workshop)Research output: Contribution to book/conference proceedings/anthology/report > Conference contribution
• Cognitive FMCW Radar to Enhance Velocity Disambiguation in MIMO SystemsGonzalez, H. A., Liu, C., Vogginger, B., Höppner, S. & Mayr, C., 2022, International Conference on Radar Systems (RADAR 2022). 17 ed., Edinburgh: Institute of Electrical and Electronics Engineers (IEEE), Vol. 2022. p. 95-100, 6 p.Electronic (full-text) versionResearch output: Contribution to book/conference proceedings/anthology/report > Conference contribution
• How to design an input stage for neural recording system in 22 nm FDSOISchuffny, F. M., Hoppner, S., Zeinolabedin, S. M. A., George, R. M. & Mayr, C., 2022, PRIME 2022 - 17th International Conference on Ph.D Research in Microelectronics and Electronics, Proceedings. Institute of Electrical and Electronics Engineers (IEEE), p. 297-300, 4 p.Electronic (full-text) versionResearch output: Contribution to book/conference proceedings/anthology/report > Conference contribution
• Improvement of Rejection for AI Safety through Loss-Based MonitoringScholz, D., Hauer, F., Knobloch, K. & Mayr, C., 2022, Proceedings of the Workshop on Artificial Intelligence Safety 2022 (AISafety 2022). Pedroza, G., Chen, X. C., Hernández-Orallo, J., Huang, X., Espinoza, H., Mallah, R., McDermid, J. & Castillo-Effen, M. (eds.).9 p.Electronic (full-text) versionResearch output: Contribution to book/conference proceedings/anthology/report > Conference contribution
• Industry-track: Towards Agile Design of Neural Processing UnitWu, B., Furtner, W., Waschneck, B. & Mayr, C., 2022, Proceedings - 2022 International Conference on Hardware/Software Codesign and System Synthesis, CODES+ISSS 2022. Institute of Electrical and Electronics Engineers (IEEE), p. 17-20, 4 p.Electronic (full-text) versionResearch output: Contribution to book/conference proceedings/anthology/report > Conference contribution
• Neural Architecture Search for Low-Precision Neural NetworksWu, B., Waschneck, B. & Mayr, C., 2022, Artificial Neural Networks and Machine Learning - ICANN 2022: 31st International Conference on Artificial Neural Networks, Proceedings. Pimenidis, E., Aydin, M., Angelov, P., Jayne, C. & Papaleonidas, A. (eds.). Springer Science and Business Media B.V., p. 743-755, 13 p.Electronic (full-text) versionResearch output: Contribution to book/conference proceedings/anthology/report > Conference contribution
• Radar-Based Gesture Recognition with Spiking Neural NetworksGerhards, P., Kreutz, F., Knobloch, K. & Mayr, C. G., 2022, 2022 7th International Conference on Frontiers of Signal Processing, ICFSP 2022. Institute of Electrical and Electronics Engineers (IEEE), p. 40-44, 5 p.Electronic (full-text) versionResearch output: Contribution to book/conference proceedings/anthology/report > Conference contribution
• 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