Hardware approximate techniques for deep neural network accelerators: A survey G Armeniakos, G Zervakis, D Soudris, J Henkel ACM Computing Surveys 55 (4), 1-36, 2022 | 114 | 2022 |
Cross-layer approximation for printed machine learning circuits G Armeniakos, G Zervakis, D Soudris, MB Tahoori, J Henkel 2022 Design, Automation & Test in Europe Conference & Exhibition (DATE), 190-195, 2022 | 18 | 2022 |
Approximate computing survey, Part I: terminology and software & hardware approximation techniques V Leon, MA Hanif, G Armeniakos, X Jiao, M Shafique, K Pekmestzi, ... arXiv preprint arXiv:2307.11124, 2023 | 16 | 2023 |
Co-design of approximate multilayer perceptron for ultra-resource constrained printed circuits G Armeniakos, G Zervakis, D Soudris, MB Tahoori, J Henkel IEEE Transactions on Computers 72 (9), 2717-2725, 2023 | 13 | 2023 |
Model-to-circuit cross-approximation for printed machine learning classifiers G Armeniakos, G Zervakis, D Soudris, MB Tahoori, J Henkel IEEE Transactions on Computer-Aided Design of Integrated Circuits and …, 2023 | 11 | 2023 |
Approximate computing survey, Part II: Application-specific & architectural approximation techniques and applications V Leon, MA Hanif, G Armeniakos, X Jiao, M Shafique, K Pekmestzi, ... ACM Computing Surveys, 2023 | 10 | 2023 |
ApproxQAM: high-order QAM demodulation circuits with approximate arithmetic V Leon, I Stratakos, G Armeniakos, G Lentaris, D Soudris 2021 10th International Conference on Modern Circuits and Systems …, 2021 | 9 | 2021 |
Approximate Computing Survey V Leon, MA Hanif, G Armeniakos, X Jiao, M Shafique, K Pekmestzi, ... Part II: Application-Specific & Architectural Approximation Techniques and …, 2023 | 5 | 2023 |
Design Space Exploration on High-Order QAM Demodulation Circuits: Algorithms, Arithmetic and Approximation Techniques I Stratakos, V Leon, G Armeniakos, G Lentaris, D Soudris Electronics 11 (1), 39, 2021 | 3 | 2021 |
Mixed-precision Neural Networks on RISC-V Cores: ISA extensions for Multi-Pumped Soft SIMD Operations G Armeniakos, A Maras, S Xydis, D Soudris arXiv preprint arXiv:2407.14274, 2024 | 2 | 2024 |
On-Sensor Printed Machine Learning Classification via Bespoke ADC and Decision Tree Co-Design G Armeniakos, PL Duarte, P Pal, G Zervakis, MB Tahoori, D Soudris 2024 Design, Automation & Test in Europe Conference & Exhibition (DATE), 1-6, 2024 | 2 | 2024 |
Flexible Real-Time Emulation of Fading Channels on SoC-FPGA Devices I Papalamprou, G Armeniakos, I Stratakos, G Lentaris, D Soudris 2024 Panhellenic Conference on Electronics & Telecommunications (PACET), 1-6, 2024 | 1 | 2024 |
Real-FlexE: Real-time Flexible channel Emulator I Papalamprou, G Armeniakos, P Minaidis, I Stratakos, G Lentaris, ... AEU-International Journal of Electronics and Communications 187, 155538, 2024 | | 2024 |
Accelerating TinyML Inference on Microcontrollers Through Approximate Kernels G Armeniakos, G Mentzos, D Soudris 2024 31st IEEE International Conference on Electronics, Circuits and Systems …, 2024 | | 2024 |
Optimizing QAM Demodulation with NEON SIMD and Algorithmic Approximation Techniques I Papalamprou, G Armeniakos, I Stratakos, G Lentaris, D Soudris International Conference on Embedded Computer Systems: Architectures …, 2024 | | 2024 |