publications

2022

• E-prop on SpiNNaker 2: Exploring online learning in spiking RNNs on neuromorphic hardwareRostami, A., Vogginger, B., Yan, Y. & Mayr, C. G., 28 Nov 2022, In: Frontiers in neuroscience. 16, 1018006Electronic (full-text) versionResearch output: Contribution to journal > Research article
• Time-coded Spiking Fourier Transform in Neuromorphic HardwareLopez-Randulfe, J., Reeb, N., Karimi, N., Liu, C., Gonzalez, H. A., Dietrich, R., Vogginger, B. & 2 others, 1 Nov 2022, In: IEEE Transactions on Computers. 71, 11, p. 2792-2802, 11 p.Electronic (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.). Institute of Electrical and Electronics Engineers (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. Institute of Electrical and Electronics Engineers (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). Institute of Electrical and Electronics Engineers (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). Institute of Electrical and Electronics Engineers (IEEE), p. 1-6, 6 p., 9764207Electronic (full-text) versionResearch output: Contribution to book/conference proceedings/anthology/report > Conference contribution
• An Ultra-Low Area Digital-Assisted Neuro Recording System in 22nm FDSOI TechnologySchüffny, F. M., Höppner, S., Hänzsche, S., Miru George, R., Zeinolabedin, S. M. A. & Mayr, C., Mar 2022, In: IEEE Transactions on Circuits and Systems II: Express Briefs. 69, 3, p. 739-743Electronic (full-text) versionResearch output: Contribution to journal > Research article