Ultra-low power flexible precision FeFET based analog in-memory computing T Soliman, F Müller, T Kirchner, T Hoffmann, H Ganem, E Karimov, T Ali, ... 2020 IEEE International Electron Devices Meeting (IEDM), 29.2. 1-29.2. 4, 2020 | 82 | 2020 |
SELD-TCN: Sound event localization & detection via temporal convolutional networks K Guirguis, C Schorn, A Guntoro, S Abdulatif, B Yang 2020 28th European Signal Processing Conference (EUSIPCO), 16-20, 2021 | 66 | 2021 |
Accurate neuron resilience prediction for a flexible reliability management in neural network accelerators C Schorn, A Guntoro, G Ascheid 2018 Design, Automation & Test in Europe Conference & Exhibition (DATE), 979-984, 2018 | 66 | 2018 |
Efficient hardware acceleration of CNNs using logarithmic data representation with arbitrary log-base S Vogel, M Liang, A Guntoro, W Stechele, G Ascheid 2018 IEEE/ACM International Conference on Computer-Aided Design (ICCAD), 1-8, 2018 | 62 | 2018 |
Car recognition using Gabor filter feature extraction TR Lim, AT Guntoro Asia-Pacific Conference on Circuits and Systems 2, 451-455, 2002 | 62 | 2002 |
Efficient on-line error detection and mitigation for deep neural network accelerators C Schorn, A Guntoro, G Ascheid Computer Safety, Reliability, and Security: 37th International Conference …, 2018 | 52 | 2018 |
An efficient bit-flip resilience optimization method for deep neural networks C Schorn, A Guntoro, G Ascheid 2019 Design, Automation & Test in Europe Conference & Exhibition (DATE …, 2019 | 51 | 2019 |
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, 18327-18345, 2020 | 46 | 2020 |
Next generation arithmetic for edge computing A Guntoro, C De La Parra, F Merchant, F De Dinechin, JL Gustafson, ... 2020 Design, Automation & Test in Europe Conference & Exhibition (DATE …, 2020 | 32 | 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 | 32 | 2019 |
Type of vehicle recognition using template matching method ATG Thiang, R Lim Proceedings of the International Conference on Electrical, Electronics …, 2001 | 31 | 2001 |
ProxSim: GPU-based simulation framework for cross-layer approximate DNN optimization C De la Parra, A Guntoro, A Kumar 2020 Design, Automation & Test in Europe Conference & Exhibition (DATE …, 2020 | 30 | 2020 |
Method for calculating a neuron layer of a multi-layer perceptron model with simplified activation function A Guntoro US Patent 11,216,721, 2022 | 27 | 2022 |
Felix: A ferroelectric fet based low power mixed-signal in-memory architecture for dnn acceleration T Soliman, N Laleni, T Kirchner, F Müller, A Shrivastava, T Kämpfe, ... ACM Transactions on Embedded Computing Systems 21 (6), 1-25, 2022 | 21 | 2022 |
Improving approximate neural networks for perception tasks through specialized optimization C De la Parra, A Guntoro, A Kumar Future Generation Computer Systems 113, 597-606, 2020 | 20 | 2020 |
Implementation of realtime and highspeed phase detector on FPGA A Guntoro, P Zipf, O Soffke, H Klingbeil, M Kumm, M Glesner Reconfigurable Computing: Architectures and Applications: Second …, 2006 | 17 | 2006 |
A ferroelectric fet based in-memory architecture for multi-precision neural networks T Soliman, R Olivo, T Kirchner, M Lederer, T Kämpfe, A Guntoro, N Wehn 2020 IEEE 33rd International System-on-Chip Conference (SOCC), 96-101, 2020 | 12 | 2020 |
Efficient stochastic inference of bitwise deep neural networks S Vogel, C Schorn, A Guntoro, G Ascheid arXiv preprint arXiv:1611.06539, 2016 | 12 | 2016 |
A novel DRAM-based process-in-memory architecture and its implementation for CNNs C Sudarshan, T Soliman, C De la Parra, C Weis, L Ecco, M Jung, N Wehn, ... Proceedings of the 26th Asia and South Pacific Design Automation Conference …, 2021 | 10 | 2021 |
Efficient fefet crossbar accelerator for binary neural networks T Soliman, R Olivo, T Kirchner, C De la Parra, M Lederer, T Kämpfe, ... 2020 IEEE 31st International Conference on Application-specific Systems …, 2020 | 10 | 2020 |