publications

2023

• Scale4Edge - Scaling RISC-V for Edge ApplicationsEcker, W., Krstic, M., Ulbricht, M., Mauderer, A., Jentzsch, E., Koch, A., Koppelmann, B. & 18 others, 2023, RISC-V Summit Europe. 2 p.Research output: Contribution to book/conference proceedings/anthology/report > Conference contribution
• SpiNNaker2: A Large-Scale Neuromorphic System for Event-Based and Asynchronous Machine LearningGonzalez, H. A., Huang, J., Kelber, F., Nazeer, K. K., Langer, T. H., Liu, C., Lohrmann, M. A. & 7 others, 2023, First Workshop on Machine Learning with New Compute Paradigms. 10 p.Electronic (full-text) versionResearch output: Contribution to book/conference proceedings/anthology/report > Conference contribution

2022

• Convolutional Neural Networks Quantization with Double-Stage Squeeze-and-ThresholdWu, B., Waschneck, B. & Mayr, C. G., 1 Dec 2022, In: International Journal of Neural Systems. 32, 12, 2250051Electronic (full-text) versionResearch output: Contribution to journal > Research article
• A Single Battery Supply Power Concept for a Neuro Recording and Flexible Processing Chain in 22 nmSchuffny, F. M., Hanzsche, S., Berthel, M., Zeinolabedin, S. M. A., Scholze, S., Hoppner, S., George, R. M. & 1 others, 26 Oct 2022, 2022 IEEE Nordic Circuits and Systems Conference, NORCAS 2022 - Proceedings. Nurmi, J., Wisland, D. T., Aunet, S. & Kjelgaard, K. (eds.). IEEE, p. 1-5, 5 p., 9934168Electronic (full-text) versionResearch output: Contribution to book/conference proceedings/anthology/report > Conference contribution
• The Operating System of the Neuromorphic BrainScaleS-1 SystemMüller, E., Schmitt, S., Mauch, C., Billaudelle, S., Grübl, A., Güttler, M., Husmann, D. & 15 others, 28 Aug 2022, In: Neurocomputing. 501, p. 790-810, 21 p.Electronic (full-text) versionResearch output: Contribution to journal > Research article
• Hardware-Efficient Ultrasonic Entrance Counting: Comparing Different Machine Learning ApproachesLanger, T., Waschneck, B., Partzsch, J., Kelber, F. & Mayr, C., 25 Aug 2022, 2022 26th International Conference on Pattern Recognition, ICPR 2022. IEEE, p. 755-761, 7 p., 9955643Electronic (full-text) versionResearch output: Contribution to book/conference proceedings/anthology/report > Conference contribution
• A Random Linear Network Coding Platform MPSoC Designed in 22nm FDSOIHasler, M., Haas, S., Wittig, R., Scholze, S., Dixius, A., Hoppner, S., Fettweis, G. & 1 others, 6 Jul 2022, 2022 IEEE Computer Society Annual Symposium on VLSI (ISVLSI). IEEE Computer Society, p. 217-222, 6 p., 9912003Electronic (full-text) versionResearch output: Contribution to book/conference proceedings/anthology/report > Conference contribution
• ZEN: A flexible energy-efficient hardware classifier exploiting temporal sparsity in ECG dataJobst, M., Partzsch, J., Liu, C., Guo, L., Walter, D., Rehman, S., Scholze, S. & 2 others, 15 Jun 2022, 2022 IEEE 4th International Conference on Artificial Intelligence Circuits and Systems (AICAS). IEEE, p. 214-217, 4 p., 9869958Electronic (full-text) versionResearch output: Contribution to book/conference proceedings/anthology/report > Conference contribution
• Automotive radar processing with spiking neural networks: Concepts and challengesVogginger, B., Kreutz, F., López-Randulfe, J., Liu, C., Dietrich, R., Gonzalez Diaz, H. A., Scholz, D. & 8 others, 1 Apr 2022, In: Frontiers in neuroscience. 16, 19 p., 851774Electronic (full-text) versionResearch output: Contribution to journal > Research article
• Efficient DBSCAN Implementation in a Multi-core DSP for FMCW RadarsQureshi, S. F., Gonzalez, H. A., Liu, C., Vogginger, B., Stolba, M., Scholze, S., Höppner, S. & 1 others, 25 Mar 2022, 2022 IEEE Radar Conference (RadarConf22). IEEE Xplore, p. 1-6, 6 p., 9764207Electronic (full-text) versionResearch output: Contribution to book/conference proceedings/anthology/report > Conference contribution