Giorgos Armeniakos

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 15

Top Topics

Machine Learning

Sufficient Statistics

Decision Tree Algorithm

Top Venues

ACM Comput. Surv.

Publications

Giorgos Armeniakos, Georgios Mentzos, Dimitrios Soudris
Accelerating TinyML Inference on Microcontrollers Through Approximate Kernels. IPDPS (Workshops) (2024)
Giorgos Armeniakos, Paula L. Duarte, Priyanjana Pal, Georgios Zervakis, Mehdi B. Tahoori, Dimitrios Soudris
On-Sensor Printed Machine Learning Classification via Bespoke ADC and Decision Tree Co-Design. DATE (2024)
Giorgos Armeniakos, Alexis Maras, Sotirios Xydis, Dimitrios Soudris
Mixed-precision Neural Networks on RISC-V Cores: ISA extensions for Multi-Pumped Soft SIMD Operations. CoRR (2024)
Giorgos Armeniakos, Georgios Zervakis, Dimitrios Soudris, Mehdi B. Tahoori, Jörg Henkel
Model-to-Circuit Cross-Approximation For Printed Machine Learning Classifiers. CoRR (2023)
Vasileios Leon, Muhammad Abdullah Hanif, Giorgos Armeniakos, Xun Jiao, Muhammad Shafique, Kiamal Z. Pekmestzi, Dimitrios Soudris
Approximate Computing Survey, Part II: Application-Specific & Architectural Approximation Techniques and Applications. CoRR (2023)
Giorgos Armeniakos, Georgios Zervakis, Dimitrios Soudris, Mehdi B. Tahoori, Jörg Henkel
Co-Design of Approximate Multilayer Perceptron for Ultra-Resource Constrained Printed Circuits. IEEE Trans. Computers 72 (9) (2023)
Giorgos Armeniakos, Paula L. Duarte, Priyanjana Pal, Georgios Zervakis, Mehdi B. Tahoori, Dimitrios Soudris
On-sensor Printed Machine Learning Classification via Bespoke ADC and Decision Tree Co-Design. CoRR (2023)
Vasileios Leon, Muhammad Abdullah Hanif, Giorgos Armeniakos, Xun Jiao, Muhammad Shafique, Kiamal Z. Pekmestzi, Dimitrios Soudris
Approximate Computing Survey, Part I: Terminology and Software & Hardware Approximation Techniques. CoRR (2023)
Giorgos Armeniakos, Georgios Zervakis, Dimitrios Soudris, Mehdi B. Tahoori, Jörg Henkel
Co-Design of Approximate Multilayer Perceptron for Ultra-Resource Constrained Printed Circuits. CoRR (2023)
Giorgos Armeniakos, Georgios Zervakis, Dimitrios Soudris, Mehdi B. Tahoori, Jörg Henkel
Model-to-Circuit Cross-Approximation For Printed Machine Learning Classifiers. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 42 (11) (2023)
Giorgos Armeniakos, Georgios Zervakis, Dimitrios Soudris, Jörg Henkel
Hardware Approximate Techniques for Deep Neural Network Accelerators: A Survey. ACM Comput. Surv. 55 (4) (2023)
Giorgos Armeniakos, Georgios Zervakis, Dimitrios Soudris, Mehdi B. Tahoori, Jörg Henkel
Cross-Layer Approximation For Printed Machine Learning Circuits. CoRR (2022)
Giorgos Armeniakos, Georgios Zervakis, Dimitrios Soudris, Mehdi B. Tahoori, Jörg Henkel
Cross-Layer Approximation For Printed Machine Learning Circuits. DATE (2022)
Giorgos Armeniakos, Georgios Zervakis, Dimitrios Soudris, Jörg Henkel
Hardware Approximate Techniques for Deep Neural Network Accelerators: A Survey. CoRR (2022)
Vasileios Leon, Ioannis Stratakos, Giorgos Armeniakos, George Lentaris, Dimitrios Soudris
ApproxQAM: High-Order QAM Demodulation Circuits with Approximate Arithmetic. MOCAST (2021)