Convaix: An application-specific instruction-set processor for the efficient acceleration of cnns A Bytyn, R Leupers, G Ascheid IEEE Open Journal of Circuits and Systems 2, 3-15, 2020 | 11 | 2020 |
An application-specific VLIW processor with vector instruction set for CNN acceleration A Bytyn, R Leupers, G Ascheid 2019 IEEE International Symposium on Circuits and Systems (ISCAS), 1-5, 2019 | 11 | 2019 |
Learning-based indoor localization for industrial applications H Laux, A Bytyn, G Ascheid, A Schmeink, GK Kurt, G Dartmann Proceedings of the 15th ACM International Conference on Computing Frontiers …, 2018 | 7 | 2018 |
Power efficiency of millimeter wave transmission systems with large number of antennas G Wang, A Bytyn, D Khajavi, Y Wang, R Negra, G Ascheid 2016 IEEE 84th Vehicular Technology Conference (VTC-Fall), 1-6, 2016 | 7 | 2016 |
Dataflow aware mapping of convolutional neural networks onto many-core platforms with network-on-chip interconnect A Bytyn, R Ahlsdorf, R Leupers, G Ascheid arXiv preprint arXiv:2006.12274, 2020 | 6 | 2020 |
Reinforcement learning and deep neural network for autonomous driving ST Mohammed, A Bytyn, G Ascheid, G Dartmann Big Data Analytics for Cyber-Physical Systems, 187-213, 2019 | 6 | 2019 |
Energy-efficiency of floating-point and fixed-point SIMD cores for MIMO processing systems D Günther, A Bytyn, R Leupers, G Ascheid 2014 International Symposium on System-on-Chip (SoC), 1-7, 2014 | 4 | 2014 |
VLSI implementation of LS-SVM training and classification using entropy based subset-selection A Bytyn, J Springer, R Leupers, G Ascheid 2017 IEEE International Symposium on Circuits and Systems (ISCAS), 1-4, 2017 | 2 | 2017 |
ASIP-Based multiprocessor systems for an efficient implementation of CNNs A Bytyn, R Ahlsdorf, G Ascheid Multi-Processor Syst Chip Archit, 69-84, 2021 | 1 | 2021 |
Efficiency and scalability exploration of an application-specific instruction-set processor for deep convolutional neural networks A Bytyn Dissertation, Rheinisch-Westfälische Technische Hochschule Aachen, 2020, 2020 | 1 | 2020 |
Reinforcement learning and deep neural network for autonomous driving SG Dartmann, T Mohammed, A Bytyn, G Ascheid Big Data Analytics for Cyber-Physical Systems: Machine Learning for the …, 2019 | | 2019 |