publications

2023

• Hybrid Spiking and Artificial Neural Networks for Radar-Based Gesture RecognitionGerhards, P., Weih, M., Huang, J., Knobloch, K. & Mayr, C. G., 2023, 2023 8th International Conference on Frontiers of Signal Processing, ICFSP 2023. Institute of Electrical and Electronics Engineers (IEEE), p. 83-87, 5 p.Electronic (full-text) versionResearch output: Contribution to book/conference proceedings/anthology/report > Conference contribution
• Power Minimization in Neural Recording ΔΣ Modulators by Adaptive Back-Gate Voltage TuningSchuffny, F. M., Hoppner, S., Hanzsche, S., George, R. M., Zeinolabedin, S. M. A. & Mayr, C., 2023, In: IEEE Solid-State Circuits Letters. 6, p. 145-148, 4 p.Electronic (full-text) versionResearch output: Contribution to journal > Research article
• Prototyping of Low-Cost Configurable Sparse Neural Processing Unit with Buffer and Mixed-Precision Reshapeable MAC ArrayWu, B., Furtner, W., Waschneck, B. & Mayr, C. G., 2023, Proceedings - 2022 IEEE 28th International Conference on Parallel and Distributed Systems, ICPADS 2022. Nanjing, p. 712-719, 8 p.Electronic (full-text) versionResearch output: Contribution to book/conference proceedings/anthology/report > Conference contribution
• Scale4Edge - Scaling RISC-V for Edge ApplicationsEcker, W., Krstic, M., Ulbricht, M., Mauderer, A., Jentzsch, E., Koch, A., Koppelmann, B. & 18 others, 2023, RISC-V Summit Europe. 2 p.Research output: Contribution to book/conference proceedings/anthology/report > Conference contribution
• SpiNNaker2: A Large-Scale Neuromorphic System for Event-Based and Asynchronous Machine LearningGonzalez, H. A., Huang, J., Kelber, F., Nazeer, K. K., Langer, T. H., Liu, C., Lohrmann, M. A. & 7 others, 2023, First Workshop on Machine Learning with New Compute Paradigms. 10 p.Electronic (full-text) versionResearch output: Contribution to book/conference proceedings/anthology/report > Conference contribution

2022

• Convolutional Neural Networks Quantization with Double-Stage Squeeze-and-ThresholdWu, B., Waschneck, B. & Mayr, C. G., 1 Dec 2022, In: International Journal of Neural Systems. 32, 12, 2250051Electronic (full-text) versionResearch output: Contribution to journal > Research article
• E-prop on SpiNNaker 2: Exploring online learning in spiking RNNs on neuromorphic hardwareRostami, A., Vogginger, B., Yan, Y. & Mayr, C. G., 28 Nov 2022, In: Frontiers in neuroscience. 16, 1018006Electronic (full-text) versionResearch output: Contribution to journal > Research article
• Time-coded Spiking Fourier Transform in Neuromorphic HardwareLopez-Randulfe, J., Reeb, N., Karimi, N., Liu, C., Gonzalez, H. A., Dietrich, R., Vogginger, B. & 2 others, 1 Nov 2022, In: IEEE Transactions on Computers. 71, 11, p. 2792-2802, 11 p.Electronic (full-text) versionResearch output: Contribution to journal > Research article
• A Single Battery Supply Power Concept for a Neuro Recording and Flexible Processing Chain in 22 nmSchuffny, F. M., Hanzsche, S., Berthel, M., Zeinolabedin, S. M. A., Scholze, S., Hoppner, S., George, R. M. & 1 others, 26 Oct 2022, 2022 IEEE Nordic Circuits and Systems Conference, NORCAS 2022 - Proceedings. Nurmi, J., Wisland, D. T., Aunet, S. & Kjelgaard, K. (eds.). Institute of Electrical and Electronics Engineers (IEEE), p. 1-5, 5 p., 9934168Electronic (full-text) versionResearch output: Contribution to book/conference proceedings/anthology/report > Conference contribution
• The Operating System of the Neuromorphic BrainScaleS-1 SystemMüller, E., Schmitt, S., Mauch, C., Billaudelle, S., Grübl, A., Güttler, M., Husmann, D. & 15 others, 28 Aug 2022, In: Neurocomputing. 501, p. 790-810, 21 p.Electronic (full-text) versionResearch output: Contribution to journal > Research article