publications

2023

• 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 (IEEE), 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 (IEEE), 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 (IEEE), 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
• 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