Giorgos Armeniakos

According to our database, Giorgos Armeniakos authored at least 10 papers between 2021 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Mixed-precision Neural Networks on RISC-V Cores: ISA extensions for Multi-Pumped Soft SIMD Operations.

Giorgos Armeniakos, Alexis Maras, Sotirios Xydis, Dimitrios Soudris

CoRR, 2024

Accelerating TinyML Inference on Microcontrollers Through Approximate Kernels.

Giorgos Armeniakos, Georgios Mentzos, Dimitrios Soudris

Proceedings of the IEEE International Parallel and Distributed Processing Symposium, 2024

On-Sensor Printed Machine Learning Classification via Bespoke ADC and Decision Tree Co-Design.

Giorgos Armeniakos, Paula L. Duarte, Priyanjana Pal, Georgios Zervakis, Mehdi B. Tahoori, Dimitrios Soudris

Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2024

2023

Model-to-Circuit Cross-Approximation For Printed Machine Learning Classifiers.

Giorgos Armeniakos, Georgios Zervakis, Dimitrios Soudris, Mehdi B. Tahoori, Jörg Henkel

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., November, 2023

Co-Design of Approximate Multilayer Perceptron for Ultra-Resource Constrained Printed Circuits.

Giorgos Armeniakos, Georgios Zervakis, Dimitrios Soudris, Mehdi B. Tahoori, Jörg Henkel

IEEE Trans. Computers, September, 2023

Hardware Approximate Techniques for Deep Neural Network Accelerators: A Survey.

Giorgos Armeniakos, Georgios Zervakis, Dimitrios Soudris, Jörg Henkel

ACM Comput. Surv., 2023

Approximate Computing Survey, Part II: Application-Specific & Architectural Approximation Techniques and Applications.

Vasileios Leon, Muhammad Abdullah Hanif, Giorgos Armeniakos, Xun Jiao, Muhammad Shafique, Kiamal Z. Pekmestzi, Dimitrios Soudris

CoRR, 2023

Approximate Computing Survey, Part I: Terminology and Software & Hardware Approximation Techniques.

Vasileios Leon, Muhammad Abdullah Hanif, Giorgos Armeniakos, Xun Jiao, Muhammad Shafique, Kiamal Z. Pekmestzi, Dimitrios Soudris

CoRR, 2023

2022

Cross-Layer Approximation For Printed Machine Learning Circuits.

Giorgos Armeniakos, Georgios Zervakis, Dimitrios Soudris, Mehdi B. Tahoori, Jörg Henkel

Proceedings of the 2022 Design, Automation & Test in Europe Conference & Exhibition, 2022

2021

ApproxQAM: High-Order QAM Demodulation Circuits with Approximate Arithmetic.

Vasileios Leon, Ioannis Stratakos, Giorgos Armeniakos, George Lentaris, Dimitrios Soudris

Proceedings of the 10th International Conference on Modern Circuits and Systems Technologies, 2021