Hussam Amrouch

ORCID

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 213

Top Venues

IEEE Trans. Circuits Syst. I Regul. Pap.

CoRR

DATE

IEEE Trans. Computers

Karlsruhe Institute of Technology (PHD)

Education History

Karlsruhe Institute of Technology

PHD

Publications

Tianming Ni, Xiaoqing Wen, Hussam Amrouch, Cheng Zhuo, Peilin Song
Introduction to the Special Issue on Design for Testability and Reliability of Security-aware Hardware. ACM Trans. Design Autom. Electr. Syst. 29 (1) (2024)
Rodion Novkin, Florian Klemme, Hussam Amrouch
Approximation- and Quantization-Aware Training for Graph Neural Networks. IEEE Trans. Computers 73 (2) (2024)
Albi Mema, Simon Thomann, Paul R. Genssler, Hussam Amrouch
FDSOI-Based Analog Computing for Ultra-Efficient Hamming Distance Similarity Calculation. IEEE Trans. Circuits Syst. I Regul. Pap. 70 (7) (2023)
Hamza Errahmouni Barkam, Sanggeon Yun, Paul R. Genssler, Zhuowen Zou, Che-Kai Liu, Hussam Amrouch, Mohsen Imani
HDGIM: Hyperdimensional Genome Sequence Matching on Unreliable highly scaled FeFET. DATE (2023)
Victor M. van Santen, Fu Lam Florian Diep, Jörg Henkel, Hussam Amrouch
Massively Parallel Circuit Setup in GPU-SPICE. IEEE Trans. Computers 72 (8) (2023)
Mikail Yayla, Simon Thomann, Md Mazharul Islam, Ming-Liang Wei, Shu-Yin Ho, Ahmedullah Aziz, Chia-Lin Yang, Jian-Jia Chen, Hussam Amrouch
Reliable Brain-inspired AI Accelerators using Classical and Emerging Memories. VTS (2023)
Jonas Krautter, Paul R. Genssler, Gloria Sepanta, Hussam Amrouch, Mehdi B. Tahoori
Stress-Resiliency of AI Implementations on FPGAs. FPL (2023)
Shubham Kumar, Yogesh Singh Chauhan, Hussam Amrouch
Invited Paper: Ultra-Efficient Edge AI Using FeFET-based Monolithic 3D Integration. ICCAD (2023)
Liu Liu, Shubham Kumar, Simon Thomann, Hussam Amrouch, Xiaobo Sharon Hu
Compact and High-Performance TCAM Based on Scaled Double-Gate FeFETs. DAC (2023)
Om Prakash, Kai Ni, Hussam Amrouch
Monolithic 3D Integrated BEOL Dual-Port Ferroelectric FET to Break the Tradeoff Between the Memory Window and the Ferroelectric Thickness. IRPS (2023)
Mikail Yayla, Fabio Frustaci, Fanny Spagnolo, Jian-Jia Chen, Hussam Amrouch
Unlocking Efficiency in BNNs: Global by Local Thresholding for Analog-Based HW Accelerators. IEEE J. Emerg. Sel. Topics Circuits Syst. 13 (4) (2023)
Zijian Zhao, Shan Deng, Swetaki Chatterjee, Zhouhang Jiang, Muhammad Shaffatul Islam, Yi Xiao, Yixin Xu, Scott Meninger, Mohamed Mohamed, Rajiv V. Joshi, Yogesh Singh Chauhan, Halid Mulaosmanovic, Stefan Dünkel, Dominik Kleimaier, Sven Beyer, Hussam Amrouch, Vijaykrishnan Narayanan, Kai Ni
Powering Disturb-Free Reconfigurable Computing and Tunable Analog Electronics with Dual-Port Ferroelectric FET. CoRR (2023)
Rajendra Bishnoi, Sumit Diware, Anteneh Gebregiorgis, Simon Thomann, Sara Mannaa, Bastien Deveautour, Cédric Marchand, Alberto Bosio, Damien Deleruyelle, Ian O'Connor, Hussam Amrouch, Said Hamdioui
Energy-efficient Computation-In-Memory Architecture using Emerging Technologies. ICM (2023)
Florian Klemme, Hussam Amrouch
Transistor Self-Heating-Aware Synthesis for Reliable Digital Circuit Designs. IEEE Trans. Circuits Syst. I Regul. Pap. 70 (12) (2023)
Liu Liu, Shubham Kumar, Simon Thomann, Yogesh Singh Chauhan, Hussam Amrouch, Xiaobo Sharon Hu
Compact and High-Performance TCAM Based on Scaled Double-Gate FeFETs. CoRR (2023)
Divya Praneetha Ravipati, Victor M. van Santen, Sami Salamin, Hussam Amrouch, Preeti Ranjan Panda
Performance and Energy Studies on NC-FinFET Cache-Based Systems With FN-McPAT. IEEE Trans. Very Large Scale Integr. Syst. 31 (9) (2023)
Florian Klemme, Sami Salamin, Hussam Amrouch
Upheaving Self-Heating Effects from Transistor to Circuit Level using Conventional EDA Tool Flows. DATE (2023)
Victor M. van Santen, Florian Klemme, Paul R. Genssler, Hussam Amrouch
Challenges in Machine Learning Techniques to Estimate Reliability from Transistors to Circuits. DFT (2023)
Victor M. van Santen, Jose M. Gata-Romero, Juan Núñez, Rafael Castro-López, Elisenda Roca, Hussam Amrouch
Characterizing BTI and HCD in 1.2V 65nm CMOS Oscillators made from Combinational Standard Cells and Processor Logic Paths. IRPS (2023)
Paul R. Genssler, Austin Vas, Hussam Amrouch
Brain-Inspired Hyperdimensional Computing: How Thermal-Friendly for Edge Computing? IEEE Embed. Syst. Lett. 15 (1) (2023)
Hamza Errahmouni Barkam, Sanggeon Yun, Hanning Chen, Paul Gensler, Albi Mema, Andrew Ding, George Michelogiannakis, Hussam Amrouch, Mohsen Imani
Reliable Hyperdimensional Reasoning on Unreliable Emerging Technologies. ICCAD (2023)
Shivendra Singh Parihar, Simon Thomann, Girish Pahwa, Yogesh Singh Chauhan, Hussam Amrouch
Cryogenic In-Memory Computing for Quantum Processors Using Commercial 5-nm FinFETs. IEEE Open J. Circuits Syst. 4 (2023)
Shubham Kumar, Paul R. Genssler, Somaya Mansour, Yogesh Singh Chauhan, Hussam Amrouch
Frontiers in AI Acceleration: From Approximate Computing to FeFET Monolithic 3D Integration. VLSI-SoC (2023)
Shivendra Singh Parihar, Simon Thomann, Girish Pahwa, Yogesh Singh Chauhan, Hussam Amrouch
5nm FinFET Cryogenic SRAM Evaluation for Quantum Computing. DRC (2023)
Om Prakash, Rodion Novkin, Virinchi Roy Surabhi, Prashanth Krishnamurthy, Ramesh Karri, Farshad Khorrami, Hussam Amrouch
Comprehensive Reliability Analysis of 22nm FDSOI SRAM from Device Physics to Deep Learning. ISCAS (2023)
Paul R. Genssler, Simon Thomann, Hussam Amrouch
Tutorial: The Synergy of Hyperdimensional and In-Memory Computing. CODES+ISSS (2023)
Paul R. Genssler, Hamza Errahmouni Barkam, Karthik Pandaram, Mohsen Imani, Hussam Amrouch
Modeling and Predicting Transistor Aging Under Workload Dependency Using Machine Learning. IEEE Trans. Circuits Syst. I Regul. Pap. 70 (9) (2023)
Hussam Amrouch, Paul R. Genssler, Mohsen Imani, Mariam Issa, Xun Jiao, Wegdan Mohammad, Gloria Sepanta, Ruixuan Wang
Beyond von Neumann Era: Brain-Inspired Hyperdimensional Computing to the Rescue. ASP-DAC (2023)
Yuting Hu, Jiajie Li, Florian Klemme, Gi-Joon Nam, Tengfei Ma, Hussam Amrouch, Jinjun Xiong
SyncTREE: Fast Timing Analysis for Integrated Circuit Design through a Physics-informed Tree-based Graph Neural Network. NeurIPS (2023)
Ajay Krishna Ananda Kumar, Sami Alsalamin, Hussam Amrouch, Andreas Gerstlauer
Machine Learning-Based Microarchitecture- Level Power Modeling of CPUs. IEEE Trans. Computers 72 (4) (2023)
Ourania Spantidi, Georgios Zervakis, Sami Alsalamin, Isai Roman-Ballesteros, Jörg Henkel, Hussam Amrouch, Iraklis Anagnostopoulos
Targeting DNN Inference Via Efficient Utilization of Heterogeneous Precision DNN Accelerators. IEEE Trans. Emerg. Top. Comput. 11 (1) (2023)
Brunno Alves de Abreu, Albi Mema, Simon Thomann, Guilherme Paim, Paulo F. Flores, Sergio Bampi, Hussam Amrouch
Compact CMOS-Compatible Majority Gate Using Body Biasing in FDSOI Technology. IEEE J. Emerg. Sel. Topics Circuits Syst. 13 (1) (2023)
Mikail Yayla, Simon Thomann, Ming-Liang Wei, Chia-Lin Yang, Jian-Jia Chen, Hussam Amrouch
HW/SW Codesign for Robust and Efficient Binarized SNNs by Capacitor Minimization. CoRR (2023)
Dhruv Thapar, Simon Thomann, Arjun Chaudhuri, Hussam Amrouch, Krishnendu Chakrabarty
Analysis and Characterization of Defects in FeFETs. ITC (2023)
Yifei Zhou, Xuchu Huang, Jianyi Yang, Kai Ni, Hussam Amrouch, Cheng Zhuo, Xunzhao Yin
Low Power and Temperature-Resilient Compute-In-Memory Based on Subthreshold-FeFET. CoRR (2023)
Ming-Liang Wei, Mikail Yayla, Shu-Yin Ho, Jian-Jia Chen, Hussam Amrouch, Chia-Lin Yang
Impact of Non-Volatile Memory Cells on Spiking Neural Network Annealing Machine With In-Situ Synapse Processing. IEEE Trans. Circuits Syst. I Regul. Pap. 70 (11) (2023)
Shubham Kumar, Swetaki Chatterjee, Simon Thomann, Yogesh Singh Chauhan, Hussam Amrouch
Cross-Layer Reliability Modeling of Dual-Port FeFET: Device-Algorithm Interaction. IEEE Trans. Circuits Syst. I Regul. Pap. 70 (7) (2023)
Victor M. van Santen, Marcel Walter, Florian Klemme, Shivendra Singh Parihar, Girish Pahwa, Yogesh Singh Chauhan, Robert Wille, Hussam Amrouch
Design Automation for Cryogenic CMOS Circuits. DAC (2023)
Behnaz Ranjbar, Florian Klemme, Paul R. Genssler, Hussam Amrouch, Jinhyo Jung, Shail Dave, Hwisoo So, Kyongwoo Lee, Aviral Shrivastava, Ji-Yung Lin, Pieter Weckx, Subrat Mishra, Francky Catthoor, Dwaipayan Biswas, Akash Kumar
Learning-Oriented Reliability Improvement of Computing Systems From Transistor to Application Level. DATE (2023)
Jinwei Zhang, Sheriff Sadiqbatcha, Liang Chen, Cuong Thi, Sachin Sachdeva, Hussam Amrouch, Sheldon X.-D. Tan
Hot-spot aware thermoelectric array based cooling for multicore processors. Integr. 89 (2023)
Abhilasha Dave, Fabio Frustaci, Fanny Spagnolo, Mikail Yayla, Jian-Jia Chen, Hussam Amrouch
HW/SW Codesign for Approximation-Aware Binary Neural Networks. IEEE J. Emerg. Sel. Topics Circuits Syst. 13 (1) (2023)
Vahidreza Moghaddas, Hammam Kattan, Tim Bücher, Mikail Yayla, Jian-Jia Chen, Hussam Amrouch
Temperature-Aware Memory Mapping and Active Cooling of Neural Processing Units. ISLPED (2023)
Simon Thomann, Paul R. Genssler, Hussam Amrouch
HW/SW Co-Design for Reliable TCAM- Based In-Memory Brain-Inspired Hyperdimensional Computing. IEEE Trans. Computers 72 (8) (2023)
Shivendra Singh Parihar, Victor M. van Santen, Simon Thomann, Girish Pahwa, Yogesh Singh Chauhan, Hussam Amrouch
Cryogenic CMOS for Quantum Processing: 5-nm FinFET-Based SRAM Arrays at 10 K. IEEE Trans. Circuits Syst. I Regul. Pap. 70 (8) (2023)
Rodion Novkin, Simon Thomann, Hussam Amrouch
ML-TCAD: Perspectives and Challenges on Accelerating Transistor Modeling using ML. MLCAD (2023)
Hanieh Jafarzadeh, Florian Klemme, Jan Dennis Reimer, Zahra Paria Najafi-Haghi, Hussam Amrouch, Sybille Hellebrand, Hans-Joachim Wunderlich
Robust Pattern Generation for Small Delay Faults Under Process Variations. ITC (2023)
Zahra Paria Najafi-Haghi, Florian Klemme, Hanieh Jafarzadeh, Hussam Amrouch, Hans-Joachim Wunderlich
Robust Resistive Open Defect Identification Using Machine Learning with Efficient Feature Selection. DATE (2023)
Hussam Amrouch, Florian Klemme
ML to the Rescue: Reliability Estimation from Self-Heating and Aging in Transistors All the Way up Processors. ASP-DAC (2023)
Sachin Sachdeva, Jinwei Zhang, Hussam Amrouch, Sheldon X.-D. Tan
Long-Term Aging Impacts on Spatial On-Chip Power Density and Temperature. SMACD (2023)
Virinchi Roy Surabhi, Prashanth Krishnamurthy, Hussam Amrouch, Jörg Henkel, Ramesh Karri, Farshad Khorrami
Golden-Free Robust Age Estimation to Triage Recycled ICs. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 42 (9) (2023)
Simon Thomann, Albi Mema, Kai Ni, Hussam Amrouch
Reliable FeFET-based Neuromorphic Computing through Joint Modeling of Cycle-to-Cycle Variability, Device-to-Device Variability, and Domain Stochasticity. IRPS (2023)
Francisco Javier Hernandez Santiago, Honglan Jiang, Hussam Amrouch, Andreas Gerstlauer, Leibo Liu, Jie Han
Characterizing Approximate Adders and Multipliers for Mitigating Aging and Temperature Degradations. IEEE Trans. Circuits Syst. I Regul. Pap. 69 (11) (2022)
Zahra Paria Najafi-Haghi, Florian Klemme, Hussam Amrouch, Hans-Joachim Wunderlich
On Extracting Reliability Information from Speed Binning. ETS (2022)
Hammam Kattan, Hussam Amrouch
Advanced Thermal Management using Approximate Computing and On-Chip Thermoelectric Cooling. SBCCI (2022)
Simon Thomann, Hong L. G. Nguyen, Hussam Amrouch
HW/SW Codesign for Approximate In-Memory Computing. ISQED (2022)
Lilas Alrahis, Johann Knechtel, Florian Klemme, Hussam Amrouch, Ozgur Sinanoglu
GNN4REL: Graph Neural Networks for Predicting Circuit Reliability Degradation. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 41 (11) (2022)
Simon Thomann, Paul R. Genssler, Hussam Amrouch
HW/SW Co-design for Reliable In-memory Brain-inspired Hyperdimensional Computing. CoRR (2022)
Tim Bücher, Hussam Amrouch
Modeling TPU Thermal Maps Under Superlattice Thermoelectric Cooling. IEEE Access 10 (2022)
Hussam Amrouch, Florian Klemme, Paul R. Genssler
Design Close to the Edge for Advanced Technology using Machine Learning and Brain-Inspired Algorithms. ASP-DAC (2022)
Divya Praneetha Ravipati, Rajesh Kedia, Victor M. van Santen, Jörg Henkel, Preeti Ranjan Panda, Hussam Amrouch
FN-CACTI: Advanced CACTI for FinFET and NC-FinFET Technologies. IEEE Trans. Very Large Scale Integr. Syst. 30 (3) (2022)
Guilherme Paim, Hussam Amrouch, Leandro M. G. Rocha, Brunno Abreu, Eduardo Antônio César da Costa, Sergio Bampi, Jörg Henkel
A Framework for Crossing Temperature-Induced Timing Errors Underlying Hardware Accelerators to the Algorithm and Application Layers. IEEE Trans. Computers 71 (2) (2022)
Navjeet Bagga, Kai Ni, Nitanshu Chauhan, Om Prakash, X. Sharon Hu, Hussam Amrouch
Cleaved-Gate Ferroelectric FET for Reliable Multi-Level Cell Storage. IRPS (2022)
Kai Ni, Om Prakash, Simon Thomann, Zijian Zhao, Shan Deng, Hussam Amrouch
Suppressing Channel Percolation in Ferroelectric FET for Reliable Neuromorphic Applications. IRPS (2022)
Shubham Kumar, Swetaki Chatterjee, Chetan K. Dabhi, Hussam Amrouch, Yogesh Singh Chauhan
A Novel Approach to Mitigate Power Side-Channel Attacks for Emerging Negative Capacitance Transistor Technology. NEWCAS (2022)
Hussam Amrouch, Krishnendu Chakrabarty, Dirk Pflüger, Ilia Polian, Matthias Sauer, Matteo Sonza Reorda
Machine Learning for Test, Diagnosis, Post-Silicon Validation and Yield Optimization. ETS (2022)
Paul R. Genssler, Victor M. van Santen, Jörg Henkel, Hussam Amrouch
On the Reliability of FeFET On-Chip Memory. IEEE Trans. Computers 71 (4) (2022)
Yiwen Liao, Raphaël Latty, Paul R. Genssler, Hussam Amrouch, Bin Yang
Wafer Map Defect Classification Based on the Fusion of Pattern and Pixel Information. ITC (2022)
Paul R. Genssler, Hamza E. Barkam, Karthik Pandaram, Mohsen Imani, Hussam Amrouch
Modeling and Predicting Transistor Aging under Workload Dependency using Machine Learning. CoRR (2022)
Om Prakash, Kai Ni, Hussam Amrouch
Ferroelectric FET Threshold Voltage Optimization for Reliable In-Memory Computing. IRPS (2022)
Sami Salamin, Georgios Zervakis, Florian Klemme, Hammam Kattan, Yogesh Singh Chauhan, Jörg Henkel, Hussam Amrouch
Impact of NCFET Technology on Eliminating the Cooling Cost and Boosting the Efficiency of Google TPU. IEEE Trans. Computers 71 (4) (2022)
Jinwei Zhang, Sheriff Sadiqbatcha, Michael O'Dea, Hussam Amrouch, Sheldon X.-D. Tan
Full-Chip Power Density and Thermal Map Characterization for Commercial Microprocessors Under Heat Sink Cooling. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 41 (5) (2022)
Liang Chen, Sheriff Sadiqbatcha, Hussam Amrouch, Sheldon X.-D. Tan
Electrothermal Simulation and Optimal Design of Thermoelectric Cooler Using Analytical Approach. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 41 (9) (2022)
Nafis Irtija, Iraklis Anagnostopoulos, Georgios Zervakis, Eirini-Eleni Tsiropoulou, Hussam Amrouch, Jörg Henkel
Energy Efficient Edge Computing Enabled by Satisfaction Games and Approximate Computing. IEEE Trans. Green Commun. Netw. 6 (1) (2022)
Konstantinos Balaskas, Georgios Zervakis, Hussam Amrouch, Jörg Henkel, Kostas Siozios
Automated Design Approximation to Overcome Circuit Aging. CoRR (2022)
Nikhil Rangarajan, Johann Knechtel, Nimisha Limaye, Ozgur Sinanoglu, Hussam Amrouch
A Novel Attack Mode on Advanced Technology Nodes Exploiting Transistor Self-Heating. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 41 (11) (2022)
Virinchi Roy Surabhi, Prashanth Krishnamurthy, Hussam Amrouch, Jörg Henkel, Ramesh Karri, Farshad Khorrami
Trojan Detection in Embedded Systems With FinFET Technology. IEEE Trans. Computers 71 (11) (2022)
Georgios Zervakis, Iraklis Anagnostopoulos, Sami Salamin, Ourania Spantidi, Isai Roman-Ballesteros, Jörg Henkel, Hussam Amrouch
Thermal-Aware Design for Approximate DNN Accelerators. IEEE Trans. Computers 71 (10) (2022)
Guilherme Paim, Hussam Amrouch, Eduardo Antônio César da Costa, Sergio Bampi, Jörg Henkel
Bridging the Gap Between Voltage Over-Scaling and Joint Hardware Accelerator-Algorithm Closed-Loop. IEEE Trans. Circuits Syst. Video Technol. 32 (1) (2022)
Zhouhang Jiang, Yi Xiao, Swetaki Chatterjee, Halid Mulaosmanovic, Stefan Dünkel, Steven Soss, Sven Beyer, Rajiv V. Joshi, Yogesh Singh Chauhan, Hussam Amrouch, Vijaykrishnan Narayanan, Kai Ni
Asymmetric Double-Gate Ferroelectric FET to Decouple the Tradeoff Between Thickness Scaling and Memory Window. VLSI Technology and Circuits (2022)
Johann Knechtel, Tarek Ashraf, Natascha Fernengel, Satwik Patnaik, Mohammed Nabeel, Mohammed Ashraf, Ozgur Sinanoglu, Hussam Amrouch
Design-time exploration of voltage switching against power analysis attacks in 14 nm FinFET technology. Integr. 85 (2022)
Paul R. Genssler, Hussam Amrouch
Brain-Inspired Computing for Circuit Reliability Characterization. IEEE Trans. Computers 71 (12) (2022)
Konstantinos Balaskas, Florian Klemme, Georgios Zervakis, Kostas Siozios, Hussam Amrouch, Jörg Henkel
Variability-Aware Approximate Circuit Synthesis via Genetic Optimization. IEEE Trans. Circuits Syst. I Regul. Pap. 69 (10) (2022)
Mikail Yayla, Sebastian Buschjäger, Aniket Gupta, Jian-Jia Chen, Jörg Henkel, Katharina Morik, Kuan-Hsun Chen, Hussam Amrouch
FeFET-Based Binarized Neural Networks Under Temperature-Dependent Bit Errors. IEEE Trans. Computers 71 (7) (2022)
Juan Núñez, Simon Thomann, Hussam Amrouch, Maria J. Avedillo
Mitigating the Impact of Variability in NCFET-based Coupled-Oscillator Networks Applications. ICECS 2022 (2022)
Hussam Amrouch, Mohsen Imani, Xun Jiao, Yiannis Aloimonos, Cornelia Fermüller, Dehao Yuan, Dongning Ma, Hamza Errahmouni Barkam, Paul R. Genssler, Peter Sutor Jr.
Brain-Inspired Hyperdimensional Computing for Ultra-Efficient Edge AI. CODES+ISSS (2022)
Shubham Kumar, Swetaki Chatterjee, Simon Thomann, Paul R. Genssler, Yogesh Singh Chauhan, Hussam Amrouch
Cross-layer FeFET Reliability Modeling for Robust Hyperdimensional Computing. VLSI-SoC (2022)
Shubham Kumar, Swetaki Chatterjee, Chetan Kumar Dabhi, Hussam Amrouch, Yogesh Singh Chauhan
Novel FDSOI-based Dynamic XNOR Logic for Ultra-Dense Highly-Efficient Computing. ISCAS (2022)
Simon Thomann, Kai Ni, Hussam Amrouch
Joint Modeling of Multi-Domain Ferroelectric and Distributed Channel towards Unveiling the Asymmetric Abrupt DC Current Jump in Ferroelectric FET. ESSDERC (2022)
Mikail Yayla, Simon Thomann, Sebastian Buschjäger, Katharina Morik, Jian-Jia Chen, Hussam Amrouch
Reliable Binarized Neural Networks on Unreliable Beyond Von-Neumann Architecture. IEEE Trans. Circuits Syst. I Regul. Pap. 69 (6) (2022)
Lilas Alrahis, Johann Knechtel, Florian Klemme, Hussam Amrouch, Ozgur Sinanoglu
GNN4REL: Graph Neural Networks for Predicting Circuit Reliability Degradation. CoRR (2022)
Christian Hakert, Kuan-Hsun Chen, Horst Schirmeier, Lars Bauer, Paul R. Genssler, Georg von der Brüggen, Hussam Amrouch, Jörg Henkel, Jian-Jia Chen
Software-Managed Read and Write Wear-Leveling for Non-Volatile Main Memory. ACM Trans. Embed. Comput. Syst. 21 (1) (2022)
Tim Bücher, Lilas Alrahis, Guilherme Paim, Sergio Bampi, Ozgur Sinanoglu, Hussam Amrouch
AppGNN: Approximation-Aware Functional Reverse Engineering using Graph Neural Networks. CoRR (2022)
Hussam Amrouch, Jens Anders, Steffen Becker, Maik Betka, Gerd Bleher, Peter Domanski, Nourhan Elhamawy, Thomas Ertl, Athanasios Gatzastras, Paul R. Genssler, Sebastian Hasler, Martin Heinrich, André van Hoorn, Hanieh Jafarzadeh, Ingmar Kallfass, Florian Klemme, Steffen Koch, Ralf Küsters, Andrés Lalama, Raphael Latty, Yiwen Liao, Natalia Lylina, Zahra Paria Najafi-Haghi, Dirk Pflüger, Ilia Polian, Jochen Rivoir, Matthias Sauer, Denis Schwachhofer, Steffen Templin, Christian Volmer, Stefan Wagner, Daniel Weiskopf, Hans-Joachim Wunderlich, Bin Yang, Martin Zimmermann
Intelligent Methods for Test and Reliability. DATE (2022)
Sheriff Sadiqbatcha, Jinwei Zhang, Hussam Amrouch, Sheldon X.-D. Tan
Real-Time Full-Chip Thermal Tracking: A Post-Silicon, Machine Learning Perspective. IEEE Trans. Computers 71 (6) (2022)
Tim Bücher, Lilas Alrahis, Guilherme Paim, Sergio Bampi, Ozgur Sinanoglu, Hussam Amrouch
AppGNN: Approximation-Aware Functional Reverse Engineering Using Graph Neural Networks. ICCAD (2022)
Martin Rapp, Hussam Amrouch, Yibo Lin, Bei Yu, David Z. Pan, Marilyn Wolf, Jörg Henkel
MLCAD: A Survey of Research in Machine Learning for CAD Keynote Paper. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 41 (10) (2022)
Naman Patel, Prashanth Krishnamurthy, Hussam Amrouch, Jörg Henkel, Michael Shamouilian, Ramesh Karri, Farshad Khorrami
Towards a New Thermal Monitoring Based Framework for Embedded CPS Device Security. IEEE Trans. Dependable Secur. Comput. 19 (1) (2022)
Paul R. Genssler, Austin Vas, Hussam Amrouch
Brain-Inspired Hyperdimensional Computing: How Thermal-Friendly for Edge Computing? CoRR (2022)
Florian Klemme, Hussam Amrouch
Scalable Machine Learning to Estimate the Impact of Aging on Circuits Under Workload Dependency. IEEE Trans. Circuits Syst. I Regul. Pap. 69 (5) (2022)
Florian Klemme, Hussam Amrouch
Efficient Learning Strategies for Machine Learning-Based Characterization of Aging-Aware Cell Libraries. IEEE Trans. Circuits Syst. I Regul. Pap. 69 (12) (2022)

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Publication Activity (10 Years)

Top Topics

Top Venues

Hussam Amrouch