Georgios Zervakis

Publication Activity (10 Years)

Years Active: 2013-2022
Publications (10 Years): 33

Top Topics

Automated Design

Pareto Frontier

Top Venues

IEEE Trans. Very Large Scale Integr. Syst.

IEEE Trans. Circuits Syst. I Regul. Pap.

Publications

Nafis Irtija, Iraklis Anagnostopoulos, Georgios Zervakis, Eirini-Eleni Tsiropoulou, Hussam Amrouch, Jörg Henkel
Energy Efficient Edge Computing Enabled by Satisfaction Games and Approximate Computing. IEEE Trans. Green Commun. Netw. 6 (1) (2022)
Georgios Zervakis, Ourania Spantidi, Iraklis Anagnostopoulos, Hussam Amrouch, Jörg Henkel
Control Variate Approximation for DNN Accelerators. CoRR (2021)
Ourania Spantidi, Georgios Zervakis, Iraklis Anagnostopoulos, Hussam Amrouch, Jörg Henkel
Positive/Negative Approximate Multipliers for DNN Accelerators. ICCAD (2021)
Konstantinos Balaskas, Georgios Zervakis, Hussam Amrouch, Jörg Henkel, Kostas Siozios
Automated Design Approximation to Overcome Circuit Aging. IEEE Trans. Circuits Syst. I Regul. Pap. 68 (11) (2021)
Georgios Zervakis, Hassaan Saadat, Hussam Amrouch, Andreas Gerstlauer, Sri Parameswaran, Jörg Henkel
Approximate Computing for ML: State-of-the-art, Challenges and Visions. ASP-DAC (2021)
Georgios Zervakis, Emmanuel Vincent, Miguel Couceiro, Marc Schoenauer
On Refining BERT Contextualized Embeddings using Semantic Lexicons. MLSMKG@PKDD/ECML (2021)
Ourania Spantidi, Georgios Zervakis, Iraklis Anagnostopoulos, Hussam Amrouch, Jörg Henkel
Positive/Negative Approximate Multipliers for DNN Accelerators. CoRR (2021)
Sami Salamin, Georgios Zervakis, Yogesh Singh Chauhan, Jörg Henkel, Hussam Amrouch
PROTON: Post-Synthesis Ferroelectric Thickness Optimization for NCFET Circuits. IEEE Trans. Circuits Syst. I Regul. Pap. 68 (10) (2021)
Georgios Zervakis, Iraklis Anagnostopoulos, Sami Salamin, Yogesh Singh Chauhan, Jörg Henkel, Hussam Amrouch
Impact of NCFET on Neural Network Accelerators. IEEE Access 9 (2021)
Guilherme Paim, Georgios Zervakis, Girish Pahwa, Yogesh Singh Chauhan, Eduardo Antonio Cesar da Costa, Sergio Bampi, Jörg Henkel, Hussam Amrouch
On the Resiliency of NCFET Circuits Against Voltage Over-Scaling. IEEE Trans. Circuits Syst. I Regul. Pap. 68 (4) (2021)
Sami Salamin, Georgios Zervakis, Ourania Spantidi, Iraklis Anagnostopoulos, Jörg Henkel, Hussam Amrouch
Reliability-Aware Quantization for Anti-Aging NPUs. CoRR (2021)
Mikail Yayla, Kuan-Hsun Chen, Georgios Zervakis, Jörg Henkel, Jian-Jia Chen, Hussam Amrouch
FeFET and NCFET for Future Neural Networks: Visions and Opportunities. DATE (2021)
Georgios Zervakis, Ourania Spantidi, Iraklis Anagnostopoulos, Hussam Amrouch, Jörg Henkel
Control Variate Approximation for DNN Accelerators. DAC (2021)
Sami Salamin, Georgios Zervakis, Ourania Spantidi, Iraklis Anagnostopoulos, Jörg Henkel, Hussam Amrouch
Reliability-Aware Quantization for Anti-Aging NPUs. DATE (2021)
Hussam Amrouch, Georgios Zervakis, Sami Salamin, Hammam Kattan, Iraklis Anagnostopoulos, Jörg Henkel
NPU Thermal Management. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 39 (11) (2020)
Georgios Zervakis, Hussam Amrouch, Jörg Henkel
Design Automation of Approximate Circuits With Runtime Reconfigurable Accuracy. IEEE Access 8 (2020)
Zois-Gerasimos Tasoulas, Georgios Zervakis, Iraklis Anagnostopoulos, Hussam Amrouch, Jörg Henkel
Weight-Oriented Approximation for Energy-Efficient Neural Network Inference Accelerators. IEEE Trans. Circuits Syst. (12) (2020)
Dimosthenis Masouros, Konstantina Koliogeorgi, Georgios Zervakis, Alexandra Kosvyra, Achilleas Chytas, Sotirios Xydis, Ioanna Chouvarda, Dimitrios Soudris
Co-design Implications of Cost-effective On-demand Acceleration for Cloud Healthcare Analytics: The AEGLE approach. DATE (2019)
Nikolaos Zompakis, Dimitrios Anagnostos, Konstantina Koliogeorgi, Georgios Zervakis, Kostas Siozios
A Design Flow Framework for Fully-Connected Neural Networks Rapid Prototyping. COINS (2019)
Georgios Zervakis, Konstantina Koliogeorgi, Dimitrios Anagnostos, Nikolaos Zompakis, Kostas Siozios
VADER: Voltage-Driven Netlist Pruning for Cross-Layer Approximate Arithmetic Circuits. IEEE Trans. Very Large Scale Integr. Syst. 27 (6) (2019)
Georgios Zervakis, Sotirios Xydis, Dimitrios Soudris, Kiamal Z. Pekmestzi
Multi-Level Approximate Accelerator Synthesis Under Voltage Island Constraints. IEEE Trans. Circuits Syst. II Express Briefs (4) (2019)
Konstantina Koliogeorgi, Georgios Zervakis, Dimitrios Anagnostos, Nikolaos Zompakis, Kostas Siozios
Optimizing SVM Classifier Through Approximate and High Level Synthesis Techniques. MOCAST (2019)
Vasileios Leon, Georgios Zervakis, Sotirios Xydis, Dimitrios Soudris, Kiamal Z. Pekmestzi
Walking through the Energy-Error Pareto Frontier of Approximate Multipliers. IEEE Micro 38 (4) (2018)
Georgios Zervakis, Fotios Ntouskas, Sotirios Xydis, Dimitrios Soudris, Kiamal Z. Pekmestzi
VOSsim: A Framework for Enabling Fast Voltage Overscaling Simulation for Approximate Computing Circuits. IEEE Trans. Very Large Scale Integr. Syst. 26 (6) (2018)
Vasileios Leon, Georgios Zervakis, Dimitrios Soudris, Kiamal Z. Pekmestzi
Approximate Hybrid High Radix Encoding for Energy-Efficient Inexact Multipliers. IEEE Trans. Very Large Scale Integr. Syst. 26 (3) (2018)
Konstantina Koliogeorgi, Dimosthenis Masouros, Georgios Zervakis, Sotirios Xydis, Tobias Becker, Georgi Gaydadjiev, Dimitrios Soudris
AEGLE's Cloud Infrastructure for Resource Monitoring and Containerized Accelerated Analytics. ISVLSI (2017)
Kostas Tsoumanis, Sotirios Xydis, Georgios Zervakis, Kiamal Z. Pekmestzi
Flexible DSP Accelerator Architecture Exploiting Carry-Save Arithmetic. IEEE Trans. Very Large Scale Integr. Syst. 24 (1) (2016)
Georgios Zervakis, Sotirios Xydis, Dimitrios Soudris
Performance-power exploration of software-defined big data analytics: The AEGLE cloud backend. SAMOS (2016)
Georgios Zervakis, Kostas Tsoumanis, Sotirios Xydis, Dimitrios Soudris, Kiamal Z. Pekmestzi
Design-Efficient Approximate Multiplication Circuits Through Partial Product Perforation. IEEE Trans. Very Large Scale Integr. Syst. 24 (10) (2016)
Kostas Tsoumanis, Nicholas Axelos, Nikolaos Moschopoulos, Georgios Zervakis, Kiamal Z. Pekmestzi
Pre-Encoded Multipliers Based on Non-Redundant Radix-4 Signed-Digit Encoding. IEEE Trans. Computers 65 (2) (2016)
Nikolaos Eftaxiopoulos, Nicholas Axelos, Georgios Zervakis, Kostas Tsoumanis, Kiamal Z. Pekmestzi
Delta DICE: A Double Node Upset resilient latch. MWSCAS (2015)
Georgios Zervakis, Sotirios Xydis, Kostas Tsoumanis, Dimitrios Soudris, Kiamal Z. Pekmestzi
Hybrid approximate multiplier architectures for improved power-accuracy trade-offs. ISLPED (2015)
Georgios Zervakis, Kostas Tsoumanis, Sotirios Xydis, Nicholas Axelos, Kiamal Z. Pekmestzi
Approximate Multiplier Architectures Through Partial Product Perforation: Power-Area Tradeoffs Analysis. ACM Great Lakes Symposium on VLSI (2015)
Nikolaos Eftaxiopoulos-Sarris, Nicholas Axelos, Georgios Zervakis, Kostas Tsoumanis, Kiamal Z. Pekmestzi
An independent dual gate SOI FinFET soft-error resilient memory cell. IDT (2014)
Georgios Zervakis, Nikolaos Eftaxiopoulos-Sarris, Kostas Tsoumanis, Nicholas Axelos, Kiamal Z. Pekmestzi
A segmentation-based BISR scheme. ASP-DAC (2014)
Georgios Zervakis, Nikolaos Eftaxiopoulos-Sarris, Kostas Tsoumanis, Nicholas Axelos, Kiamal Z. Pekmestzi
A high radix montgomery multiplier with concurrent error detection. IDT (2014)
Nikolaos Eftaxiopoulos-Sarris, Georgios Zervakis, Kiamal Z. Pekmestzi, Costas Efstathiou
High performance MAC designs. IDT (2014)
Nicholas Axelos, Nikolaos Eftaxiopoulos-Sarris, Georgios Zervakis, Kostas Tsoumanis, Kiamal Z. Pekmestzi
FF-DICE: An 8T soft-error tolerant cell using Independent Dual Gate SOI FinFETs. IOLTS (2014)
Nikolaos Eftaxiopoulos-Sarris, Georgios Zervakis, Kostas Tsoumanis, Kiamal Z. Pekmestzi
A radiation tolerant and self-repair memory cell. IOLTS (2013)