Research Interests
-
Groundbreaking
contributions in research and development of
energy-efficient, high-performance computing
systems, with a particular emphasis on
digital signal processing workloads constrained by computational,
network, and reliability challenges.
- Neuromorphic AI circuits and
systems (energy-efficient synaptic
arrays, photonic computing, real-time
event-based architectures, hybrid AI models, event-based sensing for
androids)
- Advanced On-chip
interconnects (fault-tolerance,
3D-NoCs/ICs (SiPh, Hybrid))
- Reliability of
Integrated Circuits and Systems (thermal
management, environmental factors,
software/hardware errors).
- Computer Systems (processor architecture;
SoCs, energy efficiency, embedded systems).
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Selected Publications
- Abderazek Ben Abdallah (Author),
Khanh N. Dang (Author), ''Neuromorphic Computing Principles
and Organization’’, 2nd
Edition, Springer, 2025. Link:
https://link.springer.com /book/9783031830884, 2025,
ISBN-10: 3031830881, ISBN-13: 978 3031830884
- N. -D. Nguyen, K. N. Dang, A. B.
Ahmed, Abderazek Ben Abdallah and X. -T. Tran, "NOMA: A Novel Reliability
Improvement Methodology for 3-D IC-based
Neuromorphic Systems,” IEEE
Transactions on Components, Packaging and
Manufacturing Technology, doi:
10.1109/TCPMT.2024.3488113.
- N. -D. Nguyen, A. B. Ahmed,
Abderazek Ben Abdallah, and K. N. Dang, "Power-Aware Neuromorphic
Architecture with Partial Voltage Scaling 3-D
Stacking Synaptic Memory," IEEE
Transactions on Very Large-Scale Integration
(VLSI) Systems, vol. 31, no. 12,
pp. 2016-2029, Dec. 2023, doi:
10.1109/TVLSI.2023.3318231.
- W. Y. Yerima, K. N. Dang, and
Abderazek Ben Abdallah, "R-MaS3N: Robust Mapping of Spiking
Neural Networks to 3D-NoC-Based Neuromorphic Systems
for Enhanced Reliability,” IEEE
Access, vol. 11, pp. 94664-94678,
2023
- K. N. Dang, N. A. V. Doan and
Abderazek Ben Abdallah, "MigSpike: A Migration Based
Algorithms and Architecture for Scalable Robust
Neuromorphic Systems,” IEEE
Transactions on Emerging Topics in Computing,
vol. 10, no. 2, pp. 602 617, 1 April-June 2022, doi:
10.1109/TETC.2021.3136028.
- Abderazek Ben Abdallah, Khanh N.
Dang, “Toward Robust Cognitive 3D
Brain-inspired Cross-paradigm System,'' Frontiers
in Neurosciences, 15:690208, doi:
10.3389/fnins.2021.690208
- K. N. Dang, A. B. Ahmed, A. B.
Abdallah and X. -T. Tran, "HotCluster: A Thermal-Aware Defect
Recovery Method for Through-Silicon-Vias Toward
Reliable 3-D ICs Systems,” IEEE
Transactions on Computer-Aided Design of
Integrated Circuits and Systems, vol. 41,
no. 4, pp. 799-812, April 2022, doi:
10.1109/TCAD.2021.3069370
- A. B. Ahmed, T. Yoshinaga and
Abderazek Ben Abdallah, "Scalable Photonic Networks-on-Chip
Architecture Based on a Novel Wavelength-Shifting
Mechanism," IEEE
Transactions on Emerging Topics in Computing,
vol. 8, no. 2, pp. 533-544, 1 April-June 2020, doi:
10.1109/TETC.2017.2737016.
- The H. Vu,Yuichi Okuyama, Abderazek
Ben Abdallah, “Comprehensive Analytic Performance
Assessment and K-means-based Multicast Routing
Algorithms and Architecture for 3D-NoC of Spiking
Neurons,” ACM Journal on
Emerging Technologies in Computing Systems
(JETC), Vol. 15, No. 4, Article 34,
October 2019. doi: 10.1145/3340963
- Abderazek Ben Abdallah, A. Canedo,
T. Yoshinaga, M. Sowa, “The QC-2 Parallel Queue Processor
Architecture,” Journal
of Parallel and Distributed Computing,
Vol. 68, No. 2, pp. 235-245, 2008.
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