| Efficient hardware acceleration of CNNs using logarithmic data representation with arbitrary log-base S Vogel, M Liang, A Guntoro, W Stechele, G Ascheid Proceedings of the International Conference on Computer-Aided Design, 1-8, 2018 | 77 | 2018 |
| Automated design of error-resilient and hardware-efficient deep neural networks C Schorn, T Elsken, S Vogel, A Runge, A Guntoro, G Ascheid Neural Computing and Applications 32 (24), 18327-18345, 2020 | 59 | 2020 |
| Self-supervised quantization of pre-trained neural networks for multiplierless acceleration S Vogel, J Springer, A Guntoro, G Ascheid 2019 Design, Automation & Test in Europe Conference & Exhibition (DATE …, 2019 | 41 | 2019 |
| Efficient acceleration of cnns for semantic segmentation on fpgas S Vogel, J Springer, A Guntoro, G Ascheid Proceedings of the 2019 ACM/SIGDA International Symposium on Field …, 2019 | 12 | 2019 |
| Bit-shift-based accelerator for cnns with selectable accuracy and throughput S Vogel, RB Raghunath, A Guntoro, K Van Laerhoven, G Ascheid 2019 22nd Euromicro Conference on Digital System Design (DSD), 663-667, 2019 | 11 | 2019 |
| Efficient stochastic inference of bitwise deep neural networks S Vogel, C Schorn, A Guntoro, G Ascheid arXiv preprint arXiv:1611.06539, 2016 | 11 | 2016 |
| Method and device for operating a neural network in a memory-efficient manner A GUNTORO, A Runge, C Schorn, J Topp, S Vogel, J Schirmer US Patent 11,715,019, 2023 | 6 | 2023 |
| BOMP-NAS: Bayesian optimization mixed precision NAS D Van Son, F De Putter, S Vogel, H Corporaal 2023 Design, Automation & Test in Europe Conference & Exhibition (DATE), 1-2, 2023 | 6 | 2023 |
| Guaranteed compression rate for activations in cnns using a frequency pruning approach S Vogel, C Schorn, A Guntoro, G Ascheid 2019 Design, Automation & Test in Europe Conference & Exhibition (DATE), 296-299, 2019 | 6 | 2019 |
| Method for calculating an output of a neural network C Schorn, S Vogel US Patent 11,301,749, 2022 | 5 | 2022 |
| Efficient hardware acceleration for approximate inference of bitwise deep neural networks S Vogel, A Guntoro, G Ascheid 2017 Conference on Design and Architectures for Signal and Image Processing …, 2017 | 5 | 2017 |
| A security scheme for dependable key insertion in mobile embedded devices A Klimm, B Glas, M Wachs, S Vogel, KD Müller-Glaser, J Becker International Journal of Reconfigurable Computing 2011 (1), 820454, 2011 | 4 | 2011 |
| Scaling up quantization-aware neural architecture search for efficient deep learning on the edge Y Lu, H Rayo Torres Rodriguez, S Vogel, N Van De Waterlaat, P Jancura Proceedings of the 2023 Workshop on Compilers, Deployment, and Tooling for …, 2023 | 3 | 2023 |
| Method and device for verifying a neuron function in a neural network A GUNTORO, A Runge, C Schorn, S Vogel, J Topp, J Schirmer US Patent 11,593,232, 2023 | 3 | 2023 |
| Block-Level Surrogate Models for Inference Time Estimation in Hardware-Aware Neural Architecture Search K Stolle, S Vogel, F van der Sommen, W Sanberg Joint European Conference on Machine Learning and Knowledge Discovery in …, 2022 | 3 | 2022 |
| An end-to-end HW/SW co-design methodology to design efficient deep neural network systems using virtual models MJ Klaiber, S Vogel, A Acosta, R Korn, L Ecco, K Back, A Guntoro, ... Proceedings of the INTelligent Embedded Systems Architectures and …, 2019 | 3 | 2019 |
| Quantization-aware neural architecture search with hyperparameter optimization for industrial predictive maintenance applications N van de Waterlaat, S Vogel, HRT Rodriguez, W Sanberg, G Daalderop 2023 Design, Automation & Test in Europe Conference & Exhibition (DATE), 1-2, 2023 | 2 | 2023 |
| Hyperelliptic Curve Cryptoarchitecture for Fast Execution of Schnorr and Okamoto Authentication Protocols A Klimm, S Vogel, J Becker 2011 IEEE International Symposium on Parallel and Distributed Processing …, 2011 | 2 | 2011 |
| Processing unit, method and computer program for multiplication S Vogel US Patent 12,379,897, 2025 | 1 | 2025 |
| Ultra-Low Memory Speech Denoising using Quantization-Aware Neural Architecture Search A Vafeiadis, N van de Waterlaat, C Castel, B Defraene, G Daalderop, ... 2024 IEEE 34th International Workshop on Machine Learning for Signal …, 2024 | 1 | 2024 |
Andre GuntoroResearch ScientistVerified email at de.bosch.com
