publications

2025

• ON-OFF neuromorphic ISING machines using Fowler-Nordheim annealersChen, Z., Xiao, Z., Akl, M., Leugring, J., Olajide, O., Malik, A., Dennler, N. & 13 others, Dec 2025, In: Nature communications. 16, 1, 3086Electronic (full-text) versionResearch output: Contribution to journal > Research article
• Hardware-Aware Fine-Tuning of Spiking Q-Networks on the SpiNNaker2 Neuromorphic PlatformArfa, S., Vogginger, B. & Mayr, C., 26 Nov 2025, p. 74-81, 8 p.Electronic (full-text) versionResearch output: Contribution to conferences > Paper
• Hardware-Optimized RNN Detection for Insertion/Deletion Channels in Wireless CommunicationNickel, M., Kalms, L., Haase, J., Zhao, J. & Göhringer, D., 9 Jul 2025, 2025 IEEE Computer Society Annual Symposium on VLSI (ISVLSI). IEEE Canada, Vol. 1. 6 p., 11130325Electronic (full-text) versionResearch output: Contribution to book/conference proceedings/anthology/report > Conference contribution
• Efficient Deployment of Spiking Neural Networks on SpiNNaker2 for DVS Gesture Recognition Using Neuromorphic Intermediate RepresentationArfa, S., Vogginger, B., Liu, C., Partzsch, J., Schone, M. & Mayr, C., Jul 2025, IEEE Neuro-Inspired Computational Elements, NICE 2025 - Proceedings. Institute of Electrical and Electronics Engineers (IEEE), 8 p.Electronic (full-text) versionResearch output: Contribution to book/conference proceedings/anthology/report > Conference contribution
• 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
• A variational framework for local learning with probabilistic latent representationsFokam, C. T., Nazeer, K. K., Mayr, C., Subramoney, A. & Kappel, D., Apr 2025, ESANN 2025 Proceedings - 33rd European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning. i6doc.com publication, p. 165-170, 6 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