T. (Theofilos) Spyrou PhD
T. (Theofilos) Spyrou PhD
Profiel
Theofilos Spyrou received his Diploma degree in electrical and computer engineering from Aristotle University of Thessaloniki, Thessaloniki, Greece, in 2019, and the Ph.D. degree in information and communication technologies from Sorbonne University, Paris, France, in 2023. His Ph.D. dissertation was supported by Sorbonne Center for Artificial Intelligence (SCAI) with Fellowship and the topic was on the functional safety and reliability of neuromorphic computing systems. From 2024, he is a Postdoctoral Researcher with the Computer Engineering Laboratory (CE-Lab) at Delft University of Technology, Delft, The Netherlands. Dr. Spyrou was a recipient of the Best Student Presentation Award in 2023 IEEE European Test Symposium (ETS) and the winner of the Ph.D. Forum Contest in 2021 IEEE ETS. His research interests include neuromorphic computing and spiking neural networks (SNNs), energy-efficient edge artificial intelligence (AI), computation-in-memory (CIM)-based AI accelerators, hardware reliability and testing, among others.
Onderzoeksinteresses
- Reliability, Testing, and Fault Tolerance of Artificial Intelligence (AI) hardware accelerators
- Design of neuromorphic hardware accelerators for energy-efficient computing
- Design of emerging memristive Computation-In-Memory (CIM) accelerators for edge AI
- Design and training of Spiking Neural Networks (SNNs) ○ Development of automated simulation tools for the reliability assessment of SNNs
Academische achtergrond
Theofilos Spyrou received his Diploma degree in electrical and computer engineering from Aristotle University of Thessaloniki, Thessaloniki, Greece, in 2019, and the Ph.D. degree in information and communication technologies from Sorbonne University, Paris, France, in 2023. His Ph.D. dissertation was supported by Sorbonne Center for Artificial Intelligence (SCAI) with Fellowship and the topic was on the functional safety and reliability of neuromorphic computing systems. From 2024, he is a Postdoctoral Researcher with the Computer Engineering Laboratory (CE-Lab) at Delft University of Technology, Delft, The Netherlands. Dr. Spyrou was a recipient of the Best Student Presentation Award in 2023 IEEE European Test Symposium (ETS) and the winner of the Ph.D. Forum Contest in 2021 IEEE ETS.
Expertise
Publicaties
-
2025
C3CIM: Constant Column Current based Computation-in-Memory micro-architecture
Y. Biyani / T. Spyrou / R. Bishnoi / S. Hamdioui
-
2024
Fault Tolerant Design for Memristor-based AI Accelerators
T. Spyrou / A. Zografou / S. Hamdioui / A. Gebregiorgis
-
2024-11
SpikeFI: A Fault Injection Framework for Spiking Neural Networks
Theofilos Spyrou / Said Hamdioui / Haralampos-G. Stratigopoulos
-
Nevenwerkzaamheden
-
2024-01-01 - 2025-12-31