publications

2023

• Continuous Inference of Time Recurrent Neural Networks for Field Oriented ControlKreutz, F., Scholz, D., Hille, J., Jiaxin, H., Hauer, F., Knobloch, K. & Mayr, C. G., 6 Jun 2023, 2023 IEEE Conference on Artificial Intelligence (CAI). Institute of Electrical and Electronics Engineers Inc., p. 266-269, 4 p., 10195108Electronic (full-text) versionResearch output: Contribution to book/conference proceedings/anthology/report > Conference contribution
• Augmenting Radar Data via Sampling from Learned Latent SpaceScholz, D., Kreutz, F., Gerhards, P., Huang, J., Hauer, F., Knobloch, K. & Mayr, C., 28 May 2023, 2023 IEEE 3rd International Conference on Computer Communication and Artificial Intelligence, CCAI 2023. Institute of Electrical and Electronics Engineers Inc., p. 120-126, 7 p., 10201307Electronic (full-text) versionResearch output: Contribution to book/conference proceedings/anthology/report > Conference contribution
• Complex-Valued Neural Networks for Doppler Disambiguation in FMCW RadarsLiu, C., Li, J., Gonzalez, H. A., Vogginger, B. & Mayr, C., 26 May 2023, 2023 24th International Radar Symposium, IRS 2023. IEEE Computer Society, p. 1-10, 10 p., 10172424Electronic (full-text) versionResearch output: Contribution to book/conference proceedings/anthology/report > Conference contribution
• A 12-ADC 25-Core Smart MPSoC Using ABB in 22FDX for 77GHz MIMO Radars at 52.6mW Average PowerGonzalez, H. A., Vogginger, B., Liu, C., Stolba, M., Kelber, F., Bauer, H., Hanzsche, S. & 10 others, 26 Apr 2023, 2023 IEEE Custom Integrated Circuits Conference (CICC). Institute of Electrical and Electronics Engineers Inc., p. 1-2, 2 p., 10121258Electronic (full-text) versionResearch output: Contribution to book/conference proceedings/anthology/report > Conference contribution
• Activity Sparsity Complements Weight Sparsity for Efficient RNN InferenceMukherji, R., Schöne, M., Nazeer, K. K., Mayr, C. & Subramoney, A., 2023, Machine Learning with New Compute Paradigms. 13 p.Electronic (full-text) versionResearch output: Contribution to book/conference proceedings/anthology/report > Conference contribution
• A RISC-V MCU with adaptive reverse body bias and ultra-low-power retention mode in 22 nm FD-SOIBauer, H., Stolba, M., Scholze, S., Walter, D., Mayr, C., Oefelein, A., Hoppner, S. & 3 others, 2023, 2023 20th International SoC Design Conference (ISOCC). Institute of Electrical and Electronics Engineers Inc., p. 67-68, 2 p.Electronic (full-text) versionResearch output: Contribution to book/conference proceedings/anthology/report > Conference contribution
• Efficient recurrent architectures through activity sparsity and sparse back-propagation through timeSubramoney, A., Nazeer, K. K., Schöne, M., Mayr, C. G. & Kappel, D., 2023, The Eleventh International Conference on Learning Representations. 14 p.Electronic (full-text) versionResearch output: Contribution to book/conference proceedings/anthology/report > Conference contribution
• Hybrid Spiking and Artificial Neural Networks for Radar-Based Gesture RecognitionGerhards, P., Weih, M., Huang, J., Knobloch, K. & Mayr, C. G., 2023, 2023 8th International Conference on Frontiers of Signal Processing, ICFSP 2023. Institute of Electrical and Electronics Engineers Inc., p. 83-87, 5 p.Electronic (full-text) versionResearch output: Contribution to book/conference proceedings/anthology/report > Conference contribution
• Power Minimization in Neural Recording ΔΣ Modulators by Adaptive Back-Gate Voltage TuningSchuffny, F. M., Hoppner, S., Hanzsche, S., George, R. M., Zeinolabedin, S. M. A. & Mayr, C., 2023, In: IEEE Solid-State Circuits Letters. 6, p. 145-148, 4 p.Electronic (full-text) versionResearch output: Contribution to journal > Research article
• Prototyping of Low-Cost Configurable Sparse Neural Processing Unit with Buffer and Mixed-Precision Reshapeable MAC ArrayWu, B., Furtner, W., Waschneck, B. & Mayr, C. G., 2023, Proceedings - 2022 IEEE 28th International Conference on Parallel and Distributed Systems, ICPADS 2022. Nanjing, p. 712-719, 8 p.Electronic (full-text) versionResearch output: Contribution to book/conference proceedings/anthology/report > Conference contribution