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Andre Guntoro
Andre Guntoro
Research Scientist
Verified email at de.bosch.com
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Cited by
Year
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
852020
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
662021
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
662018
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
622018
Car recognition using Gabor filter feature extraction
TR Lim, AT Guntoro
Asia-Pacific Conference on Circuits and Systems 2, 451-455, 2002
622002
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
522018
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
512019
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
462020
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
322020
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
322019
Type of vehicle recognition using template matching method
ATG Thiang, R Lim
Proceedings of the International Conference on Electrical, Electronics …, 2001
312001
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
302020
Method for calculating a neuron layer of a multi-layer perceptron model with simplified activation function
A Guntoro
US Patent 11,216,721, 2022
272022
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
212022
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
202020
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
172006
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
122020
Efficient stochastic inference of bitwise deep neural networks
S Vogel, C Schorn, A Guntoro, G Ascheid
arXiv preprint arXiv:1611.06539, 2016
122016
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
102021
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
102020
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