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Biography

Said Hamdioui is Chair Professor of Dependable and Emerging Computer Technologies and Head of the Computer Engineering Laboratory (CE-Lab) at Delft University of Technology (TU Delft), where he previously served as Head of the Quantum and Computer Engineering Department (2019–2023). He is also co-founder and CEO of Cognitive-IC, a startup specializing in hardware dependability solutions. His research focuses on emerging computing paradigms, including in-memory computing, brain-inspired architectures, and low-power hardware for edge AI, as well as hardware dependability including testing, reliability, and security. Before academia, he gained industry experience at Intel (USA) and Philips/NXP Semiconductors (France, Netherlands). He has played a pivotal role in numerous high-impact national and European research projects.

As researcher and innovator, Hamdioui has made significant contributions to hardware dependability and computation-in-memory. Over two decades, Hamdioui has made pioneering contributions to chip and memory testing, delivering innovative solutions widely adopted by global leaders such as Intel, STMicroelectronics, Infineon, and Renesas. His groundbreaking memory testing methods have become industry benchmarks, addressing critical challenges in chip quality and reliability, while also supporting these companies through consultancy and training. His device-aware-test technology redefined defect detection, addressing test escapes and silent data errors. Additionally, his work on 3D-stacked IC testing has influenced industry adoption of 3D-IC architectures. In Computation-in-Memory (CIM), he was among the first to demonstrate its transformative potential for energy-efficient computing (2015). As the initiator of MNEMOSENE, the first EU-funded CIM project (2017), he secured €4M under Horizon 2020, collaborating with IMEC, ARM, IBM, TU/E, and ETHZ to achieve groundbreaking 100× to 1000× energy efficiency gains in edge AI, databases, and video streaming. His CIM accelerator designs, leveraging RRAM, STT-MRAM, PCM, and SRAM, have been prototyped and demonstrated in collaboration with industry leaders, showcasing their impact on edge AI, personalized health, and edge computing. Hamdioui holds four patents, has authored one book, contributed to two others, and published over 330 conference and journal papers.

As an educator, Hamdioui has supervised 19 graduated PhD students, from which: 1) one won European Design and Automation Association (EDAA) Outstanding Dissertation Award, 2020, 2) one won McCluskey Best Doctoral Thesis Award 2021, c) and two graduated Cum Laude, In addition, he supervised and graduated over 50 MSc students, from which three graduated Cum Laude. He has played a key role in shaping TU Delft’s Computer Engineering and Computer and Embedded Systems curricula, restructuring multiple courses and labs. His excellence in teaching earned him the Teacher of the Year Award (2016) and Educator of the Year (2023). He was also appointed as an IEEE Circuits and Systems Society Distinguished Lecturer (2021–2022) and has contributed to various educational committees.

Hamdioui has received numerous prestigious awards, including the European Design Automation Association (EDAA) Outstanding Dissertation Award (2001) for his groundbreaking memory test techniques, the European Commission Components and Systems Innovation Award (2020), and the HiPEAC Technology Transfer Award (2015, 2022). He has won over 20 Best Paper Awards at leading conferences such as DATE and ITC and was named The Netherlands’ Best Tech Idea of 2021. In 2022, he was appointed to Advantest’s Advisory Board for joint research with Stuttgart University. In 2024, he was elected Fellow of the Netherlands Academy of Engineering.

Actively engaged in the international research community, Hamdioui has served on technical and organizing committees of major conferences, delivered keynotes, distinguished lectures, and invited tutorials, and collaborated with top semiconductor companies. He has held editorial roles for IEEE Transactions on VLSI Systems, Microelectronics Reliability Journal, and JETTA and currently serves on the editorial boards of ACM Journal on Emerging Technologies in Computing Systems and IEEE Design & Test.

Activities

Works (45)

SPICE-Level Demonstration of Unsupervised Learning With Spintronic Synapses in Spiking Neural Networks

IEEE Access
2025 | Journal article
Contributors: Salah Daddinounou; Anteneh Gebregiorgis; Said Hamdioui; Elena-Ioana Vatajelu
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Homeostatic bidirectional plasticity in Upbound and Downbound micromodules of the olivocerebellar system

2025-01-23 | Preprint
Contributors: Elías M. Fernández Santoro; Lennart P.L. Landsmeer; Said Hamdioui; Christos Strydis; Chris I. De Zeeuw; Aleksandra Badura; Mario Negrello
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BCIM: Efficient Implementation of Binary Neural Network Based on Computation in Memory

IEEE Transactions on Emerging Topics in Computing
2024 | Journal article
Contributors: Mahdi Zahedi; Taha Shahroodi; Carlos Escuin; Georgi Gaydadjiev; Stephan Wong; Said Hamdioui
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Reliable and Energy-Efficient Diabetic Retinopathy Screening Using Memristor-Based Neural Networks

IEEE Access
2024 | Journal article
Contributors: Sumit Diware; Koteswararao Chilakala; Rajiv V. Joshi; Said Hamdioui; Rajendra Bishnoi
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EON-1: A Brain-Inspired Processor for Near-Sensor Extreme Edge Online Feature Extraction

IEEE Transactions on Circuits and Systems for Artificial Intelligence
2024-12 | Journal article
Contributors: Alexandra Dobrita; Amirreza Yousefzadeh; Simon Thorpe; Kanishkan Vadivel; Paul Detterer; Guangzhi Tang; Gert-Jan van Schaik; Mario Konijnenburg; Anteneh Gebregiorgis; Said Hamdioui et al.
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Energy-efficient SNN Architecture using 3nm FinFET Multiport SRAM-based CIM with Online Learning

2024-06-23 | Conference paper
Contributors: Lucas Huijbregts; Hsiao-Hsuan Liu; Paul Detterer; Said Hamdioui; Amirreza Yousefzadeh; Rajendra Bishnoi
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Invited: Achieving PetaOps/W Edge-AI Processing

2024-06-23 | Conference paper
Contributors: Manil Dev Gomony; Bas Ahn; Rick Luiken; Yashvardhan Biyani; Anteneh Gebregiorgis; Axel Laborieux; Friedemann Zenke; Said Hamdioui; Henk Corporaal
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Leveraging edge artificial intelligence for sustainable agriculture

Nature Sustainability
2024-06-10 | Journal article
Contributors: Moussa El Jarroudi; Louis Kouadio; Philippe Delfosse; Clive H. Bock; Anne-Katrin Mahlein; Xavier Fettweis; Benoit Mercatoris; Frank Adams; Jillian M. Lenné; Said Hamdioui
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A Lightweight Architecture for Real-Time Neuronal-Spike Classification

2024-05-07 | Conference paper
Contributors: Muhammad Ali Siddiqi; David Vrijenhoek; Lennart P. L. Landsmeer; Job van der Kleij; Anteneh Gebregiorgis; Vincenzo Romano; Rajendra Bishnoi; Said Hamdioui; Christos Strydis
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Two Cascaded Spin Wave Majority Gates Operation Under Continuous and Pulse Modes

IEEE Transactions on Circuits and Systems II: Express Briefs
2024-04 | Journal article
Contributors: Abdulqader Nael Mahmoud; Florin Ciubotaru; Frederic Vanderveken; Christoph Adelmann; Sorin Cotofana; Said Hamdioui
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Survey on Architectural Attacks: A Unified Classification and Attack Model

ACM Computing Surveys
2024-02-29 | Journal article
Contributors: Tara Ghasempouri; Jaan Raik; Cezar Reinbrecht; Said Hamdioui; Mottaqiallah Taouil
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Efficient Signed Arithmetic Multiplication on Memristor-Based Crossbar

IEEE Access
2023 | Journal article
Contributors: Mahdi Zahedi; Taha Shahroodi; Stephan Wong; Said Hamdioui
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Spin Wave Threshold Logic Gates

2023-12-18 | Conference paper
Contributors: Arne Van Zegbroeck; Pantazis Anagnostou; Said Hamdioui; Christoph Adelmann; Florin Ciubotaru; Sorin Cotofana
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Swordfish: A Framework for Evaluating Deep Neural Network-based Basecalling using Computation-In-Memory with Non-Ideal Memristors

2023-10-28 | Conference paper
Contributors: Taha Shahroodi; Gagandeep Singh; Mahdi Zahedi; Haiyu Mao; Joel Lindegger; Can Firtina; Stephan Wong; Onur Mutlu; Said Hamdioui
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Tutorial on memristor-based computing for smart edge applications

Memories - Materials, Devices, Circuits and Systems
2023-07 | Journal article
Contributors: Anteneh Gebregiorgis; Abhairaj Singh; Amirreza Yousefzadeh; Dirk Wouters; Rajendra Bishnoi; Francky Catthoor; Said Hamdioui
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Using STLs for Effective In-Field Test of GPUs

IEEE Design & Test
2023-04 | Journal article
Contributors: Josie E. Rodriguez Condia; Felipe Augusto da Silva; Ahmet Çağrı Bağbaga; Juan-David Guerrero-Balaguera; Said Hamdioui; Christian Sauer; Matteo Sonza Reorda
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A Survey on Machine Learning in Hardware Security

ACM Journal on Emerging Technologies in Computing Systems
2023-04-30 | Journal article
Contributors: Troya Çağıl Köylü; Cezar Rodolfo Wedig Reinbrecht; Anteneh Gebregiorgis; Said Hamdioui; Mottaqiallah Taouil
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Accurate and Energy-Efficient Bit-Slicing for RRAM-Based Neural Networks

IEEE Transactions on Emerging Topics in Computational Intelligence
2023-02 | Journal article
Contributors: Sumit Diware; Abhairaj Singh; Anteneh Gebregiorgis; Rajiv V. Joshi; Said Hamdioui; Rajendra Bishnoi
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Severity-Based Hierarchical ECG Classification Using Neural Networks

IEEE Transactions on Biomedical Circuits and Systems
2023-02 | Journal article
Contributors: Sumit Diware; Sudeshna Dash; Anteneh Gebregiorgis; Rajiv V. Joshi; Christos Strydis; Said Hamdioui; Rajendra Bishnoi
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Demeter: A Fast and Energy-Efficient Food Profiler Using Hyperdimensional Computing in Memory

IEEE Access
2022 | Journal article
Contributors: Taha Shahroodi; Mahdi Zahedi; Can Firtina; Mohammed Alser; Stephan Wong; Onur Mutlu; Said Hamdioui
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Improving the Security of the IEEE 802.15.6 Standard for Medical BANs

IEEE Access
2022 | Journal article
Contributors: Muhammad Ali Siddiqi; Georg Hahn; Said Hamdioui; Wouter A. Serdijn; Christos Strydis
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Rapid Design-Space Exploration for Low-Power Manycores Under Process Variation Utilizing Machine Learning

IEEE Access
2022 | Journal article
Contributors: Sohaib Majzoub; Resve Saleh; Mottaqiallah Taouil; Said Hamdioui; Mohamed Bamakhrama
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Energy-efficient In-Memory Address Calculation

ACM Transactions on Architecture and Code Optimization
2022-12-31 | Journal article
Contributors: Amirreza Yousefzadeh; Jan Stuijt; Martijn Hijdra; Hsiao-Hsuan Liu; Anteneh Gebregiorgis; Abhairaj Singh; Said Hamdioui; Francky Catthoor
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MFA-MTJ Model: Magnetic-Field-Aware Compact Model of pMTJ for Robust STT-MRAM Design

IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems
2022-11 | Journal article
Contributors: Lizhou Wu; Siddharth Rao; Mottaqiallah Taouil; Erik Jan Marinissen; Gouri Sankar Kar; Said Hamdioui
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Non-Binary Spin Wave Based Circuit Design

IEEE Transactions on Circuits and Systems I: Regular Papers
2022-10 | Journal article
Contributors: Abdulqader Nael Mahmoud; Frederic Vanderveken; Florin Ciubotaru; Christoph Adelmann; Said Hamdioui; Sorin Cotofana
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A Survey on Memory-centric Computer Architectures

ACM Journal on Emerging Technologies in Computing Systems
2022-10-31 | Journal article
Contributors: Anteneh Gebregiorgis; Hoang Anh Du Nguyen; Jintao Yu; Rajendra Bishnoi; Mottaqiallah Taouil; Francky Catthoor; Said Hamdioui
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Spin Wave Based Approximate Computing

IEEE Transactions on Emerging Topics in Computing
2022-10-01 | Journal article
Contributors: Abdulqader Mahmoud; Frederic Vanderveken; Florin Ciubotaru; Christoph Adelmann; Said Hamdioui; Sorin Cotofana
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Reliability aspects of binary vector-matrix-multiplications using ReRAM devices

Neuromorphic Computing and Engineering
2022-09-01 | Journal article
Contributors: Christopher Bengel; Johannes Mohr; Stefan Wiefels; Abhairaj Singh; Anteneh Gebregiorgis; Rajendra Bishnoi; Said Hamdioui; Rainer Waser; Dirk Wouters; Stephan Menzel
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A Systematic Method to Generate Effective STLs for the In-Field Test of CAN Bus Controllers

Electronics
2022-08-09 | Journal article
Contributors: Felipe Augusto da Silva; Riccardo Cantoro; Said Hamdioui; Sandro Sartoni; Christian Sauer; Matteo Sonza Reorda
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Defects, Fault Modeling, and Test Development Framework for RRAMs

ACM Journal on Emerging Technologies in Computing Systems
2022-07-31 | Journal article
Contributors: Moritz Fieback; Guilherme Cardoso Medeiros; Lizhou Wu; Hassen Aziza; Rajendra Bishnoi; Mottaqiallah Taouil; Said Hamdioui
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APmap: An Open-Source Compiler for Automata Processors

IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems
2022-01 | Journal article
Contributors: Jintao Yu; Muath Abu Lebdeh; Hoang Anh Du Nguyen; Mottaqiallah Taouil; Said Hamdioui
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Automated Identification of Application-Dependent Safe Faults in Automotive Systems-on-a-Chips

Electronics
2022-01-20 | Journal article
Contributors: Ahmet Cagri Bagbaba; Felipe Augusto da Silva; Matteo Sonza Reorda; Said Hamdioui; Maksim Jenihhin; Christian Sauer
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A Spin Wave-Based Approximate 4:2 Compressor: Seeking the Most Energy-Efficient Digital Computing Paradigm.

IEEE Nanotechnology Magazine
2021 | Journal article
Contributors: Abdulqader Nael Mahmoud; Frederic Vanderveken; Florin Ciubotaru; Christoph Adelmann; Said Hamdioui; Sorin Cotofana
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Applying Thermal Side-Channel Attacks on Asymmetric Cryptography

IEEE Transactions on Very Large Scale Integration (VLSI) Systems
2021-11 | Journal article
Contributors: Abdullah Aljuffri; Marc Zwalua; Cezar Rodolfo Wedig Reinbrecht; Said Hamdioui; Mottaqiallah Taouil
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Hard-to-Detect Fault Analysis in FinFET SRAMs

IEEE Transactions on Very Large Scale Integration (VLSI) Systems
2021-06 | Journal article
Contributors: Guilherme Cardoso Medeiros; Moritz Fieback; Lizhou Wu; Mottaqiallah Taouil; Leticia Maria Bolzani Poehls; Said Hamdioui
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SRIF: Scalable and Reliable Integrate and Fire Circuit ADC for Memristor-Based CIM Architectures

IEEE Transactions on Circuits and Systems I: Regular Papers
2021-05 | Journal article
Contributors: Abhairaj Singh; Muath Abu Lebdeh; Anteneh Gebregiorgis; Rajendra Bishnoi; Rajiv V. Joshi; Said Hamdioui
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Defect and Fault Modeling Framework for STT-MRAM Testing

IEEE Transactions on Emerging Topics in Computing
2021-04-01 | Journal article
Contributors: Lizhou Wu; Siddharth Rao; Mottaqiallah Taouil; Guilherme Cardoso Medeiros; Moritz Fieback; Erik Jan Marinissen; Gouri Sankar Kar; Said Hamdioui
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Spin Wave Normalization Toward All Magnonic Circuits

IEEE Transactions on Circuits and Systems I: Regular Papers
2021-01 | Journal article
Contributors: Abdulqader Nael Mahmoud; Frederic Vanderveken; Christoph Adelmann; Florin Ciubotaru; Sorin Cotofana; Said Hamdioui
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An Energy-Efficient Current-Controlled Write and Read Scheme for Resistive RAMs (RRAMs)

IEEE Access
2020 | Journal article
Contributors: H. Aziza; M. Moreau; M. Fieback; M. Taouil; S. Hamdioui
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In‐Memory Database Query

Advanced Intelligent Systems
2020-12 | Journal article
Contributors: Iason Giannopoulos; Abhairaj Singh; Manuel Le Gallo; Vara Prasad Jonnalagadda; Said Hamdioui; Abu Sebastian
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Introduction to spin wave computing

Journal of Applied Physics
2020-10-28 | Journal article
Contributors: Abdulqader Mahmoud; Florin Ciubotaru; Frederic Vanderveken; Andrii V. Chumak; Said Hamdioui; Christoph Adelmann; Sorin Cotofana
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Skeleton-Based Synthesis Flow for Computation-in-Memory Architectures

IEEE Transactions on Emerging Topics in Computing
2020-04-01 | Journal article
Contributors: Jintao Yu; Razvan Nane; Imran Ashraf; Mottaqiallah Taouil; Said Hamdioui; Henk Corporaal; Koen Bertels
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Challenges and Solutions in Emerging Memory Testing

IEEE Transactions on Emerging Topics in Computing
2019-07-01 | Journal article
Contributors: Elena Ioana Vatajelu; Paolo Prinetto; Mottaqiallah Taouil; Said Hamdioui
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Parametric and Functional Degradation Analysis of Complete 14-nm FinFET SRAM

IEEE Transactions on Very Large Scale Integration (VLSI) Systems
2019-06 | Journal article
Contributors: Daniel Kraak; Mottaqiallah Taouil; Innocent Agbo; Said Hamdioui; Pieter Weckx; Stefan Cosemans; Francky Catthoor
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Guest Editorial Memristive-Device-Based Computing

IEEE Transactions on Very Large Scale Integration (VLSI) Systems
2018-12 | Journal article
Contributors: Said Hamdioui; Pierre-Emmanuel Gaillardon; Dietmar Fey; Tajana Simunic Rosing
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Peer review (2 reviews for 2 publications/grants)

Review activity for Journal of electronic testing. (1)
Review activity for Nature communications (1)