Evangelos Eleftheriou

Joined

May 2021

Names

Evangelos Eleftheriou (Preferred)

Emails

****@zurich.ibm.com (Confirmed)

****@axelera.ai (Confirmed)

Personal Links

Career & Education History

CTO

R&D, Axelera AI (axelera.ai)

2021 – 2025

Principal Researcher

International Business Machines (ibm.com)

2008 – 2021

Researcher

International Business Machines (ibm.com)

1987 – 2008

PhD student

Carleton University (carleton.ca)

1982 – 1986

Advisors, Relations & Conflicts

No relations added

Expertise

No areas of expertise listed

Publications

KurTail : Kurtosis-based LLM Quantization
Mohammad Sadegh Akhondzadeh, Aleksandar Bojchevski, Evangelos Eleftheriou, Martino Dazzi
- CoRR 2025
- Readers: Everyone
KURTAIL : KURTOSIS-BASED LLM QUANTIZATION
Mohammad Sadegh Akhondzadeh, Aleksandar Bojchevski, Evangelos Eleftheriou, Martino Dazzi
- SLLM
- Readers: Everyone
Online Spatio-Temporal Learning in Deep Neural Networks
Thomas Ortner, Stanisław Woźniak, Angeliki Pantazi, Evangelos Eleftheriou
- OpenReview Archive Direct Upload
- Readers: Everyone
Deep learning incorporating biologically inspired neural dynamics and in-memory computing
Stanisław Woźniak, Angeliki Pantazi, Thomas Ortner, Evangelos Eleftheriou
- OpenReview Archive Direct Upload
- Readers: Everyone
Speech Recognition Using Biologically-Inspired Neural Networks
Thomas Ortner, Ayush Garg, Stanisław Woźniak, Angeliki Pantazi, George Saon, Evangelos Eleftheriou
- OpenReview Archive Direct Upload
- Readers: Everyone
EfQAT: An Efficient Framework for Quantization-Aware Training
Saleh Ashkboos, Bram Verhoef, Torsten Hoefler, Evangelos Eleftheriou, Martino Dazzi
- CoRR 2024
- Readers: Everyone
11.3 Metis AIPU: A 12nm 15TOPS/W 209.6TOPS SoC for Cost- and Energy-Efficient Inference at the Edge
Pascal Alexander Hager, Bert Moons, Stefan Cosemans, Ioannis A. Papistas, Bram Rooseleer, Jeroen Van Loon, Roel Uytterhoeven, Florian Zaruba, Spyridoula Koumousi, Milos Stanisavljevic, Stefan Mach, Sebastiaan Mutsaards, Riduan Khaddam Aljameh, Gua Hao Khov, Brecht Machiels, Cristian Olar, Anastasios Psarras, Sander Geursen, Jeroen Vermeeren, Yi Lu et al. (28 additional authors not shown)
- ISSCC 2024
- Readers: Everyone
Online Spatio-Temporal Learning in Deep Neural Networks
Thomas Bohnstingl, Stanislaw Wozniak, Angeliki Pantazi, Evangelos Eleftheriou
- IEEE Trans. Neural Networks Learn. Syst. 2023
- Readers: Everyone
Time-encoded multiplication-free spiking neural networks: application to data classification tasks
Ana Stanojevic, Giovanni Cherubini, Stanislaw Wozniak, Evangelos Eleftheriou
- Published: 01 Jan 2023, Last Modified: 12 May 2023
- Neural Comput. Appl. 2023
- Readers: Everyone
Differentiable Transportation Pruning
Yunqiang Li, Jan C. van Gemert, Torsten Hoefler, Bert Moons, Evangelos Eleftheriou, Bram-Ernst Verhoef
- CoRR 2023
- Readers: Everyone

View all 138 publications

Co-Authors

View all 260 co-authors