publications

2022

• An Ultra-Low Area Digital-Assisted Neuro Recording System in 22nm FDSOI TechnologySchüffny, F. M., Höppner, S., Hänzsche, S., Miru George, R., Zeinolabedin, S. M. A. & Mayr, C., Mar 2022, In: IEEE Transactions on Circuits and Systems II: Express Briefs. 69, 3, p. 739-743Electronic (full-text) versionResearch output: Contribution to journal > Research article
• A 16-Channel Fully Configurable Neural SoC With 1.52 μW/Ch Signal Acquisition, 2.79 μW/Ch Real-Time Spike Classifier, and 1.79 TOPS/W Deep Neural Network Accelerator in 22 nm FDSOIZeinolabedin, S. M. A., Schuffny, F. M., George, R., Kelber, F., Bauer, H., Scholze, S., Hanzsche, S. & 6 others, 1 Feb 2022, In: IEEE transactions on biomedical circuits and systems. 16, 1, p. 94-107, 14 p.Electronic (full-text) versionResearch output: Contribution to journal > Research article
• 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 Inc., 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). Edinburgh: IEEE Xplore, p. 95-100, 6 p.Electronic (full-text) versionResearch output: Contribution to book/conference proceedings/anthology/report > Conference contribution
• E-prop on SpiNNaker 2: Exploring online learning in spiking RNNs on neuromorphic hardwareRostami, A., Vogginger, B., Yan, Y. & Mayr, C. G., 2022, In: Frontiers in neuroscience. 2022, 16, 1018006Electronic (full-text) versionResearch output: Contribution to journal > Research article
• 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 Inc., 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 Inc., 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