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Hussam Amrouch

technical university of munich and munich institute of robotics and machine intelligence

33H-index
345Paper Count
4.1KCitation Count
Published Papers 71
Publication Date
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CNN-Based Transistor Modeling Under Self-Heating Effects
errIEEE Transactions on Computers
IF3.8
err2026-02-23
err0
PREAI
errTarek Mohamed; Hussam Amrouch
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Evaluation of Radiation Resilience, Performance, and V<sub>min</sub> of Sub-3<roman> </roman>nm FSFET Based SRAM Arrays
errIEEE Transactions on Computers
IF3.8
err2025-12-29
err0
PREAI
errHafeez Raza; Mahdi Benkhelifa; Koshal Kumar; Shivendra Singh Parihar; Yogesh Singh Chauhan; Hussam Amrouch; Avinash Lahgere
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Ferroelectric Digital In-Memory Computing for Scalable, Reliable, and Efficient Similarity Computation
errieee transactions on circuits and systems i: regular papers
IF0
err2025-09-24
err0
errOAAI
errAnirban Kar; Albi Mema; Thorgund Nemec; Stefan Dünkel; Halid Mulaosmanovic; Sven Beyer; Yogesh Singh Chauhan; Hussam Amrouch
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errSave
Kolmogorov–Arnold Network for Transistor Compact Modeling
errAdvanced Intelligent Systems
IF6.1
err2025-08-15
err0
errOAAI
errRodion Novkin; Hussam Amrouch
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Cryo-CACTI: Cryogenic-Aware CACTI for Cache Modeling Down to 10K in Advanced 7nm FinFETs
errIEEE Transactions on Computers
IF3.8
err2025-08-01
err0
PREAI
errDivya Praneetha Ravipati; Victor M. van Santen; Shivendra Singh Parihar; Yogesh Singh Chauhan; Preeti Ranjan Panda; Hussam Amrouch
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errSave
Workload Compression Techniques to Scale Defect-Centric BTI Models to the Circuit Level
errIEEE Transactions on Circuits and Systems I: Regular Papers
IF0
err2025-05-26
err0
errOAAI
errAndrés Santana Andreo; Victor M. van Santen; Rafael Castro-López; Elisenda Roca; Hussam Amrouch; Francisco V. Fernández
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Dual Neural Network Framework with SPICE Integration for Fast and Accurate Transistor Modeling
errADVANCED INTELLIGENT SYSTEMS
IF6.1
err2025-04-21
err0
errOAAI
errNovkin, R; Amrouch, H
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Domain-Specific Hyperdimensional RISC-V Processor for Edge-AI Training
errIEEE Transactions on Circuits and Systems I: Regular Papers
IF0
err2025-01-01
err0
PREAI
errSandy A. Wasif; Miran Wael; Paul R. Genssler; Eman Azab; Maggie Mashaly; Mohamed A. Abd El Ghany; Hussam Amrouch
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Leveraging Highly Approximated Multipliers in DNN Inference
errIEEE ACCESS
IF3.6
err2025-01-01
err0
errOAAI
errZervakis, Georgios; Frustaci, Fabio; Spantidi, Ourania; Anagnostopoulos, Iraklis; Amrouch, Hussam; Henkel, Jorg
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A Lightweight PUF-Based Weights Obfuscation Technique for Secure In-Memory AI Inference
errIEEE Transactions on Circuits and Systems I: Regular Papers
IF0
err2025-01-01
err0
PREAI
errLuca Parrini; Anirban Kar; Benjamin Hettwer; Taha Soliman; Yogesh Singh Chauhan; Hussam Amrouch; Norbert Wehn
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On the Efficacy and Vulnerabilities of Logic Locking in Tree-Based Machine Learning
errIEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS I-REGULAR PAPERS
IF5.2
err2025-01-01
err0
PREAI
errde Abreu, Brunno Alves; Paim, Guilherme; Alrahis, Lilas; Flores, Paulo; Sinanoglu, Ozgur; Bampi, Sergio; Amrouch, Hussam
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CAPE: Criticality-Aware Performance and Energy Optimization Policy for NCFET-Based Caches
errIEEE TRANSACTIONS ON COMPUTERS
IF3.8
err2024-12-01
err0
PREAI
errRavipati, Divya Praneetha; Goel, Ramanuj; van Santen, Victor M.; Amrouch, Hussam; Panda, Preeti Ranjan
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Thermal Effects on Monolithic 3D Ferroelectric Transistors for Deep Neural Networks Performance
errADVANCED INTELLIGENT SYSTEMS
IF6.1
err2024-07-03
err0
errOAAI
errKumar, Shubham; Chauhan, Yogesh Singh; Amrouch, Hussam
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Graph Attention Networks to Identify the Impact of Transistor Degradation on Circuit Reliability
errIEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS I-REGULAR PAPERS
IF5.2
err2024-07-01
err0
PREAI
errMohamed, Tarek; van Santen, Victor M.; Alrahis, Lilas; Sinanoglu, Ozgur; Amrouch, Hussam
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WaSSaBi: Wafer Selection With Self-Supervised Representations and Brain-Inspired Active Learning
errIEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS I-REGULAR PAPERS
IF5.2
err2024-04-01
err2
PREAI
errPandaram, Karthik; Genssler, Paul R.; Amrouch, Hussam
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errSave
In-Memory Acceleration of Hyperdimensional Genome Matching on Unreliable Emerging Technologies
errIEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS I-REGULAR PAPERS
IF5.2
err2024-04-01
err0
PREAI
errBarkam, Hamza E.; Yun, Sanggeon; Genssler, Paul R.; Liu, Che-Kai; Zou, Zhuowen; Amrouch, Hussam; Imani, Mohsen
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Integrated CPU Monitoring Using 2D Temperature Sensor Arrays Directly Printed on Heat Sinks
errADVANCED MATERIALS TECHNOLOGIES
IF6.2
err2024-03-08
err0
errOAAI
errHuber, Robert; Belles, Daniel; Buecher, Tim; Franke, Leonard; Amrouch, Hussam; Lemmer, Uli
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errSave
Approximation- and Quantization-Aware Training for Graph Neural Networks
errIEEE TRANSACTIONS ON COMPUTERS
IF3.8
err2024-02-01
err5
PREAI
errNovkin, Rodion; Klemme, Florian; Amrouch, Hussam
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CircuitHD: Brain-Inspired Hyperdimensional Computing for Circuit Recognition
errIEEE ACCESS
IF3.6
err2024-01-01
err0
errOAAI
errGenssler, Paul R.; Alrahis, Lilas; Sinanoglu, Ozgur; Amrouch, Hussam
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errSave
Unlocking Efficiency in BNNs: Global by Local Thresholding for Analog-Based HW Accelerators
errIEEE JOURNAL ON EMERGING AND SELECTED TOPICS IN CIRCUITS AND SYSTEMS
IF3.8
err2023-12-01
err0
errOAAI
errYayla, Mikail; Frustaci, Fabio; Spagnolo, Fanny; Chen, Jian-Jia; Amrouch, Hussam
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Research Directions

No research directions
Co-authors
Cooperation Journals
U
Uli Lemmer
H-index: 77 · Papers: 779
R
Ramesh Karri
H-index: 61 · Papers: 650
J
Jörg Henkel
H-index: 52 · Papers: 763
J
Jie Han
H-index: 51 · Papers: 357
F
Franz Müller
H-index: 46 · Papers: 316
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