publications

2025

• OctopuScheduler: On-Chip DNN Scheduling on the SpiNNaker2 Neuromorphic MPSoCLanger, T., Jobst, M., Liu, C., Kelber, F., Vogginger, B. & Mayr, C., Jul 2025, IEEE Neuro-Inspired Computational Elements, NICE 2025 - Proceedings. Institute of Electrical and Electronics Engineers (IEEE), 10 p.Electronic (full-text) versionResearch output: Contribution to book/conference proceedings/anthology/report > Conference contribution
• Automotive Radar Processing with Neuromorphic Hardware: A Case Study from the KI-ASIC ProjectVogginger, B., Liu, C., Kreutz, F., Kelber, F., Saadani, S., Knobloch, K., Höß, A. & 2 others, 19 Mar 2025, 2025 16th German Microwave Conference (GeMiC). Institute of Electrical and Electronics Engineers (IEEE), p. 630-633, 4 p., 10979154Electronic (full-text) versionResearch output: Contribution to book/conference proceedings/anthology/report > Conference contribution
• NLU: An Adaptive, Small-Footprint, Low-Power Neural Learning Unit for Edge and IoT ApplicationsRostami, A., Zeinolabedin, S. M. A., Guo, L., Kelber, F., Bauer, H., Dixius, A., Scholze, S. & 5 others, 26 Feb 2025, In: IEEE Open Journal of Circuits and Systems. 6, p. 85-99, 15 p.Electronic (full-text) versionResearch output: Contribution to journal > Research article
• The neurobench framework for benchmarking neuromorphic computing algorithms and systemsYik, J., Van den Berghe, K., den Blanken, D., Bouhadjar, Y., Fabre, M., Hueber, P., Ke, W. & 43 others, 11 Feb 2025, In: Nature communications. 16, 1, 24 p., 1545Electronic (full-text) versionResearch output: Contribution to journal > Review article
• Neuromorphic computing at scaleKudithipudi, D., Schuman, C., Vineyard, C. M., Pandit, T., Merkel, C., Kubendran, R., Aimone, J. B. & 16 others, 23 Jan 2025, In: Nature. 637, 8047, p. 801-812, 12 p., 4910Electronic (full-text) versionResearch output: Contribution to journal > Review article

2024

• Weight Sparsity Complements Activity Sparsity in Neuromorphic Language ModelsMukherji, R., Schone, M., Nazeer, K. K., Mayr, C., Kappel, D. & Subramoney, A., 2 Dec 2024, Proceedings - 2024 International Conference on Neuromorphic Systems, ICONS 2024. Institute of Electrical and Electronics Engineers (IEEE), p. 132-139, 8 p.Electronic (full-text) versionResearch output: Contribution to book/conference proceedings/anthology/report > Conference contribution
• Scalable Event-by-Event Processing of Neuromorphic Sensory Signals with Deep State-Space ModelsSchöne, M., Sushma, N. M., Zhuge, J., Mayr, C., Subramoney, A. & Kappel, D., Dec 2024, Proceedings - 2024 International Conference on Neuromorphic Systems, ICONS 2024. Institute of Electrical and Electronics Engineers (IEEE), p. 124-131, 8 p.Electronic (full-text) versionResearch output: Contribution to book/conference proceedings/anthology/report > Conference contribution
• Inkjet‐Printed 3D Electrode Arrays for Recording Signals from Cortical OrganoidsKopic, I., Dedousi, P., Schmidt, S., Peng, H., Berezin, O., Weiße, A., George, R. M. & 3 others, 19 Nov 2024, In: Advanced Materials Technologies. 9, 22, 2400645Electronic (full-text) versionResearch output: Contribution to journal > Research article
• Impact of Sliding Window Variation and Neuronal Time Constants on Acoustic Anomaly Detection Using Recurrent Spiking Neural Networks in Automotive Environment †.Kshirasagar, S., Guntoro, A. & Mayr, C., 1 Oct 2024, In: Algorithms. 17, 10, p. 440-453, 14 p., 440Electronic (full-text) versionResearch output: Contribution to journal > Research article
• Neuromorphic intermediate representation: A unified instruction set for interoperable brain-inspired computingPedersen, J. E., Abreu, S., Jobst, M., Lenz, G., Fra, V., Christian Bauer, F., Richard Muir, D. & 8 others, 16 Sep 2024, In: Nature Communications. 15, 8122Electronic (full-text) versionResearch output: Contribution to journal > Research article