publications

2024

• 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). 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
• Auditory Anomaly Detection using Recurrent Spiking Neural NetworksKshirasagar, S., Cramer, B., Guntoro, A. & Mayr, C., 25 Apr 2024, 2024 IEEE 6th International Conference on AI Circuits and Systems, AICAS 2024 - Proceedings. IEEE, p. 278-281, 4 p., 10595878Electronic (full-text) versionResearch output: Contribution to book/conference proceedings/anthology/report > Conference contribution
• Language Modeling on a SpiNNaker2 Neuromorphic ChipNazeer, K. K., Schöne, M., Mukherji, R., Vogginger, B., Mayr, C., Kappel, D. & Subramoney, A., 25 Apr 2024, 2024 IEEE 6th International Conference on AI Circuits and Systems, AICAS 2024 - Proceedings. IEEE, p. 492-496, 5 p., 10595870Electronic (full-text) versionResearch output: Contribution to book/conference proceedings/anthology/report > Conference contribution
• Automating application-driven customization of ASIPs: A surveyHussein, E., Waschneck, B. & Mayr, C., Mar 2024, In: Journal of Systems Architecture. 148, 103080Electronic (full-text) versionResearch output: Contribution to journal > Review article
• Designing a Power and Speed Adaptive 60 GHz Receiver in 22 nm FD-SOI CMOS for Tactile Internet ApplicationsMorath, H. P. E., An, X., Jobst, M., Cui, M., Wagner, J., Mayr, C. & Ellinger, F., 1 Jan 2024, In: IEEE access. 12, p. 153409-153420, 12 p., 10714337Electronic (full-text) versionResearch output: Contribution to journal > Research article
• 68-channel neural signal processing system-on-chip with integrated feature extraction, compression, and hardware accelerators for neuroprosthetics in 22 nm FDSOIGuo, L., Weiße, A., Zeinolabedin, S. M. A., Schüffny, F. M., Stolba, M., Ma, Q., Wang, Z. & 9 others, 2024, In:  Frontiers in neuroscience. 18(2024), 17 p., 1432750Electronic (full-text) versionResearch output: Contribution to journal > Research article
• An Empirical Evaluation of Sliding Windows on Siren Detection Task Using Spiking Neural NetworksKshirasagar, S., Guntoro, A. & Mayr, C. G., 2024, Advances in Signal Processing and Artificial Intelligence: Proceedings of the 6th International Conference on Advances in Signal Processing and Artificial Intelligence. Yurish, S. Y. (ed.).p. 112-117Research output: Contribution to book/conference proceedings/anthology/report > Conference contribution
• A variational framework for local learning with probabilistic latent representationsKappel, D., Nazeer, K. K., Fokam, C. T., Mayr, C. & Subramoney, A., 2024, 5th Workshop on practical ML for limited/low resource settingsElectronic (full-text) versionResearch output: Contribution to book/conference proceedings/anthology/report > Conference contribution
• Capturing Uncertainty over Time for Spiking Neural Networks by Exploiting Conformal Prediction SetsScholz, D., Emonds, O., Kreutz, F., Gerhards, P., Huang, J., Knobloch, K., Knoll, A. & 1 others, 2024, Proceedings - 2024 International Conference on Machine Learning and Applications, ICMLA 2024. Wani, M. A., Angelov, P., Luo, F., Ogihara, M., Wu, X., Precup, R., Ramezani, R. & Gu, X. (eds.).p. 107-114, 8 p.Electronic (full-text) versionResearch output: Contribution to book/conference proceedings/anthology/report > Conference contribution