publications

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
• 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). Institute of Electrical and Electronics Engineers (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). Institute of Electrical and Electronics Engineers (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
• A Low-footprint FFT Accelerator for a RISC-V-based Multi-core DSP in FMCW RadarsGonzalez, H. A., Stolba, M., Vogginger, B., Rosmeisl, T., Liu, C. & Mayr, C., 22 May 2024, 2024 IEEE International Symposium on Circuits and Systems (ISCAS). Institute of Electrical and Electronics Engineers (IEEE), p. 1-5, 5 p., 10558386Electronic (full-text) versionResearch output: Contribution to book/conference proceedings/anthology/report > Conference contribution
• ESCADE - Energy-Efficient Large-Scale Artificial Intelligence for Sustainable Data CentersVogginger, B., Kappel, D., Faltings, U., Schäfer, M., Hantsch, A., Gawron, S. & Dokic, D., 1 May 2024Electronic (full-text) versionResearch output: Contribution to conferences > Poster