publications

2025

• 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). 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, 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

• 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
• Fast Switching Serial and Parallel Paradigms of SNN Inference on Multi-Core Heterogeneous Neuromorphic Platform SpiNNaker2Huang, J., Vogginger, B., Kelber, F., Gonzalez, H., Knobloch, K. & Mayr, C. G., 2 Aug 2024, 2024 International Conference on Neuromorphic Systems (ICONS). IEEE, p. 117-123, 7 p., 10766543Electronic (full-text) versionResearch output: Contribution to book/conference proceedings/anthology/report > Conference contribution
• CA-CFAR is Convolution: Fast Target Detection with Machine Learning AcceleratorLiu, C., Kelber, F., Vogginger, B. & Mayr, C., 14 Jun 2024, 2024 13th Mediterranean Conference on Embedded Computing (MECO). IEEE, p. 1-6, 6 p., 10577789Electronic (full-text) versionResearch output: Contribution to book/conference proceedings/anthology/report > Conference contribution
• Neuromorphic hardware for sustainable AI data centersVogginger, B., Rostami, A., Jain, V., Arfa, S., Hantsch, A., Kappel, D., Schäfer, M. & 4 others, 1 Jun 2024Electronic (full-text) versionResearch output: Contribution to conferences > Poster