publications

2022

• 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
• A 16-Channel Fully Configurable Neural SoC With 1.52 μW/Ch Signal Acquisition, 2.79 μW/Ch Real-Time Spike Classifier, and 1.79 TOPS/W Deep Neural Network Accelerator in 22 nm FDSOIZeinolabedin, S. M. A., Schuffny, F. M., George, R., Kelber, F., Bauer, H., Scholze, S., Hanzsche, S. & 6 others, 1 Feb 2022, In: IEEE transactions on biomedical circuits and systems. 16, 1, p. 94-107, 14 p.Electronic (full-text) versionResearch output: Contribution to journal > Research article
• A 64-channel back-gate adapted ultra-low-voltage spike-aware neural recording front-end with on-chip lossless/near-lossless compression engine and 3.3V stimulator in 22nm FDSOISchuffny, F. M., Zeinolabedin, S. M. A., George, R., Guo, L., Weise, A., Uhlig, J., Meyer, J. & 6 others, 2022, 2022 IEEE Asian Solid-State Circuits Conference (A-SSCC). Institute of Electrical and Electronics Engineers (IEEE), p. 1-3Electronic (full-text) versionResearch output: Contribution to book/conference proceedings/anthology/report > Conference contribution
• An efficient RNN Language Model using activity sparsity and sparse back-propagation through timeSchöne, M., Nazeer, K. K., Mayr, C., Kappel, D. & Subramoney, A., 2022, The 2nd Workshop on Efficient Natural Language and Speech Processing (NeurIPS 2022 Workshop)Research output: Contribution to book/conference proceedings/anthology/report > Conference contribution
• Cognitive FMCW Radar to Enhance Velocity Disambiguation in MIMO SystemsGonzalez, H. A., Liu, C., Vogginger, B., Höppner, S. & Mayr, C., 2022, International Conference on Radar Systems (RADAR 2022). 17 ed., Edinburgh: Institute of Electrical and Electronics Engineers (IEEE), Vol. 2022. p. 95-100, 6 p.Electronic (full-text) versionResearch output: Contribution to book/conference proceedings/anthology/report > Conference contribution