Self-Immunity Technique to Improve Register File Integrity Against Soft Errors. - Hussam Amrouch; Jörg Henkel (VLSI Design, 2011)

COOL: control-based optimization of load-balancing for thermal behavior. - Thomas Ebi; Hussam Amrouch; Jörg Henkel (CODES+ISSS, 2012)

Thermal management for dependable on-chip systems. - Jörg Henkel; Thomas Ebi; Hussam Amrouch; Heba Khdr (ASP-DAC, 2013)

Stress balancing to mitigate NBTI effects in register files. - Hussam Amrouch; Thomas Ebi; Jörg Henkel (DSN, 2013)

Accurate Thermal-Profile Estimation and Validation for FPGA-Mapped Circuits. - Abdulazim Amouri; Hussam Amrouch; Thomas Ebi; Jörg Henkel; Mehdi Baradaran Tahoori (FCCM, 2013)

Analyzing the thermal hotspots in FPGA-based embedded systems. - Hussam Amrouch; Thomas Ebi; Josef Schneider; Sridevan Parameswaran; Jörg Henkel (FPL, 2013)

mDTM: Multi-objective dynamic thermal management for on-chip systems. - Heba Khdr; Thomas Ebi; Muhammad Shafique 001; Hussam Amrouch; Jörg Henkel (DATE, 2014)

hevcDTM: Application-driven Dynamic Thermal Management for High Efficiency Video Coding. - Daniel Palomino 001; Muhammad Shafique 001; Hussam Amrouch; Altamiro Amadeu Susin; Jörg Henkel (DATE, 2014)

Towards interdependencies of aging mechanisms. - Hussam Amrouch; Victor M. van Santen; Thomas Ebi; Volker Wenzel; Jörg Henkel (ICCAD, 2014)

RESI: Register-Embedded Self-Immunity for Reliability Enhancement. - Hussam Amrouch; Thomas Ebi; Jörg Henkel (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2014)

Reliability degradation in the scope of aging - From physical to system level. - Hussam Amrouch; Jörg Henkel (IDT, 2015)

Connecting the physical and application level towards grasping aging effects. - Hussam Amrouch; Javier Martín-Martínez; Victor M. van Santen; Miquel Moras; Rosana Rodríguez; Montserrat Nafría; Jörg Henkel (IRPS, 2015)

Lucid infrared thermography of thermally-constrained processors. - Hussam Amrouch; Jörg Henkel (ISLPED, 2015)

Techniques for Aging, Soft Errors and Temperature to Increase the Reliability of Embedded On-Chip Systems. - Hussam Amrouch (2015)

Power and thermal management in massive multicore chips: theoretical foundation meets architectural innovation and resource allocation. - Paul Bogdan; Partha Pratim Pande; Hussam Amrouch; Muhammad Shafique 001; Jörg Henkel (CASES, 2016)

Reliability-aware design to suppress aging. - Hussam Amrouch; Behnam Khaleghi; Andreas Gerstlauer; Jörg Henkel (DAC, 2016)

Improving mobile gaming performance through cooperative CPU-GPU thermal management. - Alok Prakash; Hussam Amrouch; Muhammad Shafique 001; Tulika Mitra; Jörg Henkel (DAC, 2016)

Designing guardbands for instantaneous aging effects. - Victor M. van Santen; Hussam Amrouch; Javier Martín-Martínez; Montserrat Nafría; Jörg Henkel (DAC, 2016)

Aging-aware voltage scaling. - Victor M. van Santen; Hussam Amrouch; Narendra Parihar; Souvik Mahapatra; Jörg Henkel (DATE, 2016)

Stress-aware routing to mitigate aging effects in SRAM-based FPGAs. - Behnam Khaleghi; Behzad Omidi; Hussam Amrouch; Jörg Henkel; Hossein Asadi 001 (FPL, 2016)

Designing reliable, yet energy-efficient guardbands. - Jörg Henkel; Hussam Amrouch (ICECS, 2016)

Containing guardbands. - Hussam Amrouch; Jörg Henkel (ASP-DAC, 2017)

Emerging (un-)reliability based security threats and mitigations for embedded systems: special session. - Hussam Amrouch; Prashanth Krishnamurthy; Naman Patel; Jörg Henkel; Ramesh Karri; Farshad Khorrami (CASES, 2017)

Towards Aging-Induced Approximations. - Hussam Amrouch; Behnam Khaleghi; Andreas Gerstlauer; Jörg Henkel (DAC, 2017)

Optimizing temperature guardbands. - Hussam Amrouch; Behnam Khaleghi; Jörg Henkel (DATE, 2017)

Ultra-low power and dependability for IoT devices (Invited paper for IoT technologies). - Jörg Henkel; Santiago Pagani; Hussam Amrouch; Lars Bauer; Farzad Samie (DATE, 2017)

Hardware and software innovations in energy-efficient system-reliability monitoring. - Vasileios Tenentes; Charles Leech; Graeme M. Bragg; Geoff V. Merrett; Bashir M. Al-Hashimi; Hussam Amrouch; Jörg Henkel; Shidhartha Das (DFT, 2017)

Evaluating and mitigating degradation effects in multimedia circuits. - Hussam Amrouch; Jörg Henkel (ESTIMedia, 2017)

Containing Guardbands: From the Macro to Micro Time Domain. - Hussam Amrouch; Jörg Henkel (MBMV, 2017)

Interdependencies of Degradation Effects and Their Impact on Computing. - Hussam Amrouch; Victor M. van Santen; Jörg Henkel (IEEE Des. Test, 2017)

Aging-constrained performance optimization for multi cores. - Heba Khdr; Hussam Amrouch; Jörg Henkel (DAC, 2018)

Estimating and optimizing BTI aging effects: from physics to CAD. - Hussam Amrouch; Victor M. van Santen; Jörg Henkel (ICCAD, 2018)

Dynamic resource management for heterogeneous many-cores. - Jörg Henkel; Jürgen Teich; Stefan Wildermann; Hussam Amrouch (ICCAD, 2018)

Trading Off Temperature Guardbands via Adaptive Approximations. - Behzad Boroujerdian; Hussam Amrouch; Jörg Henkel; Andreas Gerstlauer (ICCD, 2018)

Reliability Estimations of Large Circuits in Massively-Parallel GPU-SPICE. - Victor M. van Santen; Hussam Amrouch; Jörg Henkel (IOLTS, 2018)

Weighted time lag plot defect parameter extraction and GPU-based BTI modeling for BTI variability. - Victor M. van Santen; Javier Diaz-Fortuny; Hussam Amrouch; Javier Martín-Martínez; Rosana Rodríguez; Rafael Castro-López; Elisenda Roca; Francisco V. Fernández 001; Jörg Henkel; Montserrat Nafría (IRPS, 2018)

Voltage Adaptation Under Temperature Variation. - Hussam Amrouch; Behnam Khaleghi; Jörg Henkel (SMACD, 2018)

Negative Capacitance Transistor to Address the Fundamental Limitations in Technology Scaling: Processor Performance. - Hussam Amrouch; Girish Pahwa; Amol D. Gaidhane; Jörg Henkel; Yogesh Singh Chauhan (IEEE Access, 2018)

Recent advances in EM and BTI induced reliability modeling, analysis and optimization (invited). - Sheldon X.-D. Tan; Hussam Amrouch; Taeyoung Kim 001; Zeyu Sun 001; Chase Cook; Jörg Henkel (Integr., 2018)

Aging-Aware Boosting. - Heba Khdr; Hussam Amrouch; Jörg Henkel (IEEE Trans. Computers, 2018)

Reliability in Super- and Near-Threshold Computing: A Unified Model of RTN, BTI, and PV. - Victor M. van Santen; Javier Martín-Martínez; Hussam Amrouch; Montserrat Nafría; Jörg Henkel (IEEE Trans. Circuits Syst. I Regul. Pap., 2018)

Performance, Power and Cooling Trade-Offs with NCFET-based Many-Cores. - Martin Rapp; Sami Salamin; Hussam Amrouch; Girish Pahwa; Yogesh Singh Chauhan; Jörg Henkel (DAC, 2019)

Hot Spot Identification and System Parameterized Thermal Modeling for Multi-Core Processors Through Infrared Thermal Imaging. - Sheriff Sadiqbatcha; Hengyang Zhao; Hussam Amrouch; Jörg Henkel; Sheldon X.-D. Tan (DATE, 2019)

Selecting the Optimal Energy Point in Near-Threshold Computing. - Sami Salamin; Hussam Amrouch; Jörg Henkel (DATE, 2019)

The Impact of Emerging Technologies on Architectures and System-level Management: Invited Paper. - Jörg Henkel; Hussam Amrouch; Martin Rapp; Sami Salamin; Dayane Reis; Di Gao; Xunzhao Yin; Michael T. Niemier; Cheng Zhuo; Xiaobo Sharon Hu; Hsiang-Yun Cheng; Chia-Lin Yang (ICCAD, 2019)

Reliability Challenges with Self-Heating and Aging in FinFET Technology. - Hussam Amrouch; Victor M. van Santen; Om Prakash 007; Hammam Kattan; Sami Salamin; Simon Thomann; Jörg Henkel (IOLTS, 2019)

Impact of NBTI on Increasing the Susceptibility of FinFET to Radiation. - Frank Sill Torres; Hussam Amrouch; Jörg Henkel; Rolf Drechsler (IRPS, 2019)

Aging Gracefully with Approximation. - Jongho Kim; Heesu Kim; Hussam Amrouch; Jörg Henkel; Andreas Gerstlauer; Kiyoung Choi (ISCAS, 2019)

NCFET-Aware Voltage Scaling. - Sami Salamin; Martin Rapp; Hussam Amrouch; Girish Pahwa; Yogesh Singh Chauhan; Jörg Henkel (ISLPED, 2019)

Rebirth-FTL: Lifetime optimization via Approximate Storage for NAND Flash. - Lei Han; Hussam Amrouch; Zili Shao; Jörg Henkel (NVMSA, 2019)

On the Efficiency of Voltage Overscaling under Temperature and Aging Effects. - Hussam Amrouch; Seyed Borna Ehsani; Andreas Gerstlauer; Jörg Henkel (IEEE Trans. Computers, 2019)

Dynamic Guardband Selection: Thermal-Aware Optimization for Unreliable Multi-Core Systems. - Heba Khdr; Hussam Amrouch; Jörg Henkel (IEEE Trans. Computers, 2019)

Modeling and Mitigating Time-Dependent Variability From the Physical Level to the Circuit Level. - Victor M. van Santen; Hussam Amrouch; Jörg Henkel (IEEE Trans. Circuits Syst. I Regul. Pap., 2019)

Modeling and Evaluating the Gate Length Dependence of BTI. - Victor M. van Santen; Hussam Amrouch; Jörg Henkel (IEEE Trans. Circuits Syst. II Express Briefs, 2019)

Estimating and Mitigating Aging Effects in Routing Network of FPGAs. - Behnam Khaleghi; Behzad Omidi; Hussam Amrouch; Jörg Henkel; Hossein Asadi 001 (IEEE Trans. Very Large Scale Integr. Syst., 2019)

Modeling the Interdependences Between Voltage Fluctuation and BTI Aging. - Sami Salamin; Victor M. van Santen; Hussam Amrouch; Narendra Parihar; Souvik Mahapatra; Jörg Henkel (IEEE Trans. Very Large Scale Integr. Syst., 2019)

NCFET to Rescue Technology Scaling: Opportunities and Challenges. - Hussam Amrouch; Victor M. van Santen; Girish Pahwa; Yogesh Singh Chauhan; Jörg Henkel (ASP-DAC, 2020)

Machine Learning Based Online Full-Chip Heatmap Estimation. - Sheriff Sadiqbatcha; Yue Zhao; Jinwei Zhang; Hussam Amrouch; Jörg Henkel; Sheldon X.-D. Tan (ASP-DAC, 2020)

Impact of Self-Heating on Performance, Power and Reliability in FinFET Technology. - Victor M. van Santen; Paul R. Genssler; Om Prakash 007; Simon Thomann; Jörg Henkel; Hussam Amrouch (ASP-DAC, 2020)

Run-Time Accuracy Reconfigurable Stochastic Computing for Dynamic Reliability and Power Management: Work-in-Progress. - Shuyuan Yu; Han Zhou 002; Shaoyi Peng; Hussam Amrouch; Jörg Henkel; Sheldon X.-D. Tan (CASES, 2020)

Impact of NBTI Aging on Self-Heating in Nanowire FET. - Om Prakash 007; Hussam Amrouch; Sanjeev Manhas; Jörg Henkel (DATE, 2020)

Energy Optimization in NCFET-based Processors. - Sami Salamin; Martin Rapp; Hussam Amrouch; Andreas Gerstlauer; Jörg Henkel (DATE, 2020)

Cell Library Characterization using Machine Learning for Design Technology Co-Optimization. - Florian Klemme; Yogesh Singh Chauhan; Jörg Henkel; Hussam Amrouch (ICCAD, 2020)

Modeling Emerging Technologies using Machine Learning: Challenges and Opportunities. - Florian Klemme; Jannik Prinz; Victor M. van Santen; Jörg Henkel; Hussam Amrouch (ICCAD, 2020)

Impact of Extrinsic Variation Sources on the Device-to-Device Variation in Ferroelectric FET. - Kai Ni 004; Aniket Gupta; Om Prakash 007; Simon Thomann; Xiaobo Sharon Hu; Hussam Amrouch (IRPS, 2020)

Impact of Radiation on Negative Capacitance FinFET. - Govind Bajpai; Aniket Gupta; Om Prakash 007; Girish Pahwa; Jörg Henkel; Yogesh Singh Chauhan; Hussam Amrouch (IRPS, 2020)

Temperature Dependence and Temperature-Aware Sensing in Ferroelectric FET. - Aniket Gupta; Kai Ni 004; Om Prakash 007; Xiaobo Sharon Hu; Hussam Amrouch (IRPS, 2020)

BTI and HCD Degradation in a Complete 32 × 64 bit SRAM Array - including Sense Amplifiers and Write Drivers - under Processor Activity. - Victor M. van Santen; Simon Thomann; Chaitanya Pasupuleti; Paul R. Genssler; Narendra Gangwar; Uma Sharma; Jörg Henkel; Souvik Mahapatra; Hussam Amrouch (IRPS, 2020)

Towards NN-based Online Estimation of the Full-Chip Temperature and the Rate of Temperature Change. - Martin Rapp; Omar Elfatairy; Marilyn Wolf; Jörg Henkel; Hussam Amrouch (MLCAD, 2020)

Hardware Trojan Detection Using Controlled Circuit Aging. - Virinchi Roy Surabhi; Prashanth Krishnamurthy; Hussam Amrouch; Kanad Basu; Jörg Henkel; Ramesh Karri; Farshad Khorrami (IEEE Access, 2020)

Design Automation of Approximate Circuits With Runtime Reconfigurable Accuracy. - Georgios Zervakis 001; Hussam Amrouch; Jörg Henkel (IEEE Access, 2020)

SoftWear: Software-Only In-Memory Wear-Leveling for Non-Volatile Main Memory. - Christian Hakert; Kuan-Hsun Chen; Paul R. Genssler; Georg von der Brüggen; Lars Bauer; Hussam Amrouch; Jian-Jia Chen; Jörg Henkel (CoRR, 2020)

Run-Time Accuracy Reconfigurable Stochastic Computing for Dynamic Reliability and Power Management. - Shuyuan Yu; Han Zhou 002; Shaoyi Peng; Hussam Amrouch; Jörg Henkel; Sheldon X.-D. Tan (CoRR, 2020)

Power Side-Channel Attacks in Negative Capacitance Transistor (NCFET). - Johann Knechtel; Satwik Patnaik; Mohammed Nabeel 001; Mohammed Ashraf; Yogesh Singh Chauhan; Jörg Henkel; Ozgur Sinanoglu; Hussam Amrouch (CoRR, 2020)

Power Side-Channel Attacks in Negative Capacitance Transistor. - Johann Knechtel; Satwik Patnaik; Mohammed Nabeel 001; Mohammed Ashraf; Yogesh Singh Chauhan; Jörg Henkel; Ozgur Sinanoglu; Hussam Amrouch (IEEE Micro, 2020)

NPU Thermal Management. - Hussam Amrouch; Georgios Zervakis 001; Sami Salamin; Hammam Kattan; Iraklis Anagnostopoulos; Jörg Henkel (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2020)

Dynamic Power and Energy Management for NCFET-Based Processors. - Sami Salamin; Martin Rapp; Jörg Henkel; Andreas Gerstlauer; Hussam Amrouch (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2020)

Exposing Hardware Trojans in Embedded Platforms via Short-Term Aging. - Virinchi Roy Surabhi; Prashanth Krishnamurthy; Hussam Amrouch; Jörg Henkel; Ramesh Karri; Farshad Khorrami (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2020)

Impact of Variability on Processor Performance in Negative Capacitance FinFET Technology. - Hussam Amrouch; Girish Pahwa; Amol D. Gaidhane; Chetan K. Dabhi; Florian Klemme; Om Prakash 007; Yogesh Singh Chauhan (IEEE Trans. Circuits Syst. I Regul. Pap., 2020)

Aging Compensation With Dynamic Computation Approximation. - Heesu Kim; Jongho Kim; Hussam Amrouch; Jörg Henkel; Andreas Gerstlauer; Kiyoung Choi; Hanmin Park (IEEE Trans. Circuits Syst. I Fundam. Theory Appl., 2020)

On the Workload Dependence of Self-Heating in FinFET Circuits. - Victor M. van Santen; Hussam Amrouch; Pooja Kumari; Jörg Henkel (IEEE Trans. Circuits Syst. II Express Briefs, 2020)

Weight-Oriented Approximation for Energy-Efficient Neural Network Inference Accelerators. - Zois-Gerasimos Tasoulas; Georgios Zervakis 001; Iraklis Anagnostopoulos; Hussam Amrouch; Jörg Henkel (IEEE Trans. Circuits Syst., 2020)

A Cross-Layer Gate-Level-to-Application Co-Simulation for Design Space Exploration of Approximate Circuits in HEVC Video Encoders. - Guilherme Paim; Leandro Mateus Giacomini Rocha; Hussam Amrouch; Eduardo Antônio César da Costa; Sergio Bampi; Jörg Henkel (IEEE Trans. Circuits Syst. Video Technol., 2020)

Introduction to the Special Issue on Machine Learning for CAD. - Jörg Henkel; Hussam Amrouch; Marilyn Wolf (ACM Trans. Design Autom. Electr. Syst., 2020)

Cross-layer Design for Computing-in-Memory: From Devices, Circuits, to Architectures and Applications. - Hussam Amrouch; Xiaobo Sharon Hu; Mohsen Imani; Ann Franchesca Laguna; Michael T. Niemier; Simon Thomann; Xunzhao Yin; Cheng Zhuo (ASP-DAC, 2021)

Approximate Computing for ML: State-of-the-art, Challenges and Visions. - Georgios Zervakis 001; Hassaan Saadat; Hussam Amrouch; Andreas Gerstlauer; Sri Parameswaran; Jörg Henkel (ASP-DAC, 2021)

Impact of Negative Capacitance Field-Effect Transistor (NCFET) on Many-Core Systems. - Hussam Amrouch; Martin Rapp; Sami Salamin; Jörg Henkel (A Journey of Embedded and Cyber-Physical Systems, 2021)

Control Variate Approximation for DNN Accelerators. - Georgios Zervakis 001; Ourania Spantidi; Iraklis Anagnostopoulos; Hussam Amrouch; Jörg Henkel (DAC, 2021)

Reliability-Aware Quantization for Anti-Aging NPUs. - Sami Salamin; Georgios Zervakis 001; Ourania Spantidi; Iraklis Anagnostopoulos; Jörg Henkel; Hussam Amrouch (DATE, 2021)

FeFET and NCFET for Future Neural Networks: Visions and Opportunities. - Mikail Yayla; Kuan-Hsun Chen; Georgios Zervakis 001; Jörg Henkel; Jian-Jia Chen; Hussam Amrouch (DATE, 2021)

Brain-Inspired Computing: Adventure from Beyond CMOS Technologies to Beyond von Neumann Architectures ICCAD Special Session Paper. - Hussam Amrouch; Jian-Jia Chen; Kaushik Roy 001; Yuan Xie 001; Indranil Chakraborty; Wenqin Huangfu; Ling Liang; Fengbin Tu; Cheng Wang 036; Mikail Yayla (ICCAD, 2021)

ICCAD Tutorial Session Paper Ferroelectric FET Technology and Applications: From Devices to Systems. - Hussam Amrouch; Di Gao; Xiaobo Sharon Hu; Arman Kazemi; Ann Franchesca Laguna; Kai Ni 004; Michael T. Niemier; Mohammad Mehdi Sharifi; Simon Thomann; Xunzhao Yin; Cheng Zhuo (ICCAD, 2021)

Security Closure of Physical Layouts ICCAD Special Session Paper. - Johann Knechtel; Jayanth Gopinath; Jitendra Bhandari; Mohammed Ashraf; Hussam Amrouch; Shekhar Borkar; Sung Kyu Lim; Ozgur Sinanoglu; Ramesh Karri (ICCAD, 2021)

Toward Security Closure in the Face of Reliability Effects ICCAD Special Session Paper. - Jens Lienig; Susann Rothe; Matthias Thiele; Nikhil Rangarajan; Mohammed Ashraf; Mohammed Nabeel 001; Hussam Amrouch; Ozgur Sinanoglu; Johann Knechtel (ICCAD, 2021)

Positive/Negative Approximate Multipliers for DNN Accelerators. - Ourania Spantidi; Georgios Zervakis 001; Iraklis Anagnostopoulos; Hussam Amrouch; Jörg Henkel (ICCAD, 2021)

Binarized SNNs: Efficient and Error-Resilient Spiking Neural Networks through Binarization. - Ming-Liang Wei; Mikail Yayla; Shu-Yin Ho; Jian-Jia Chen; Chia-Lin Yang; Hussam Amrouch (ICCAD, 2021)

Variability Effects in FinFET Transistors and Emerging NC-FinFET. - Aniket Gupta; Nitanshu Chauhan; Om Prakash 007; Hussam Amrouch (ICICDT, 2021)

Traps Based Reliability Barrier on Performance and Revealing Early Ageing in Negative Capacitance FET. - Aniket Gupta; Govind Bajpai; Priyanshi Singhal; Navjeet Bagga; Om Prakash 007; Shashank Banchhor; Hussam Amrouch; Nitanshu Chauhan (IRPS, 2021)

Robust Brain-Inspired Computing: On the Reliability of Spiking Neural Network Using Emerging Non-Volatile Synapses. - Ming-Liang Wei; Hussam Amrouch; Cheng-Lin Sung; Hang-Ting Lue; Chia-Lin Yang; Keh-Chung Wang; Chih-Yuan Lu (IRPS, 2021)

Brain-Inspired Computing for Wafer Map Defect Pattern Classification. - Paul R. Genssler; Hussam Amrouch (ITC, 2021)

Machine Learning for Circuit Aging Estimation under Workload Dependency. - Florian Klemme; Hussam Amrouch (ITC, 2021)

On the Effectiveness of Quantization and Pruning on the Performance of FPGAs-based NN Temperature Estimation. - Veera Venkata Ram Murali Krishna Rao Muvva; Martin Rapp; Jörg Henkel; Hussam Amrouch; Marilyn Wolf (MLCAD, 2021)

Self-Heating Effects from Transistors to Gates. - Victor M. van Santen; Linda Schillinger; Hussam Amrouch (VLSI-DAT, 2021)

Towards Reliable In-Memory Computing: From Emerging Devices to Post-von-Neumann Architectures. - Hussam Amrouch; Nan Du 004; Anteneh Gebregiorgis; Said Hamdioui; Ilia Polian (VLSI-SoC, 2021)

Transistor Self-Heating: The Rising Challenge for Semiconductor Testing. - Om Prakash 007; Chetan K. Dabhi; Yogesh Singh Chauhan; Hussam Amrouch (VTS, 2021)

Special Session: Machine Learning for Semiconductor Test and Reliability. - Hussam Amrouch; Animesh Basak Chowdhury; Wentian Jin; Ramesh Karri; Farshad Khorrami; Prashanth Krishnamurthy; Ilia Polian; Victor M. van Santen; Benjamin Tan 001; Sheldon X.-D. Tan (VTS, 2021)

Reliability-Driven Voltage Optimization for NCFET-based SRAM Memory Banks. - Victor M. van Santen; Simon Thomann; Yogesh S. Chauchan; Jörg Henkel; Hussam Amrouch (VTS, 2021)

On the Reliability of In-Memory Computing: Impact of Temperature on Ferroelectric TCAM. - Simon Thomann; Chao Li 065; Cheng Zhuo; Om Prakash 007; Xunzhao Yin; Xiaobo Sharon Hu; Hussam Amrouch (VTS, 2021)

Characterizing the Thermal Feasibility of Monolithic 3D Microprocessors. - Ji Heon Lee; Young Seo Lee; Jeong Hwan Choi; Hussam Amrouch; Joonho Kong; Young-Ho Gong; Sung Woo Chung (IEEE Access, 2021)

Longevity of Commodity DRAMs in Harsh Environments Through Thermoelectric Cooling. - Deepak M. Mathew; Hammam Kattan; Christian Weis; Jörg Henkel; Norbert Wehn; Hussam Amrouch (IEEE Access, 2021)

Minimizing Excess Timing Guard Banding Under Transistor Self-Heating Through Biasing at Zero-Temperature Coefficient. - Sami Salamin; Victor M. van Santen; Martin Rapp; Jörg Henkel; Hussam Amrouch (IEEE Access, 2021)

Impact of NCFET on Neural Network Accelerators. - Georgios Zervakis 001; Iraklis Anagnostopoulos; Sami Salamin; Yogesh Singh Chauhan; Jörg Henkel; Hussam Amrouch (IEEE Access, 2021)

On-Demand Mobile CPU Cooling With Thin-Film Thermoelectric Array. - Hammam Kattan; Sung Woo Chung; Jörg Henkel; Hussam Amrouch (IEEE Micro, 2021)

Performance Optimization of Analog Circuits in Negative Capacitance Transistor Technology. - Om Prakash 007; Nitanshu Chauhan; Aniket Gupta; Hussam Amrouch (Microelectron. J., 2021)

Power-Efficient Heterogeneous Many-Core Design With NCFET Technology. - Sami Salamin; Martin Rapp; Anuj Pathania; Arka Maity; Jörg Henkel; Tulika Mitra; Hussam Amrouch (IEEE Trans. Computers, 2021)

Post-Silicon Heat-Source Identification and Machine-Learning-Based Thermal Modeling Using Infrared Thermal Imaging. - Sheriff Sadiqbatcha; Jinwei Zhang; Hengyang Zhao; Hussam Amrouch; Jörg Henkel; Sheldon X.-D. Tan (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2021)

Automated Design Approximation to Overcome Circuit Aging. - Konstantinos Balaskas; Georgios Zervakis 001; Hussam Amrouch; Jörg Henkel; Kostas Siozios (IEEE Trans. Circuits Syst. I Regul. Pap., 2021)

Machine Learning for On-the-Fly Reliability-Aware Cell Library Characterization. - Florian Klemme; Hussam Amrouch (IEEE Trans. Circuits Syst. I Regul. Pap., 2021)

On the Resiliency of NCFET Circuits Against Voltage Over-Scaling. - Guilherme Paim; Georgios Zervakis 001; Girish Pahwa; Yogesh Singh Chauhan; Eduardo Antonio Cesar da Costa; Sergio Bampi; Jörg Henkel; Hussam Amrouch (IEEE Trans. Circuits Syst. I Regul. Pap., 2021)

PROTON: Post-Synthesis Ferroelectric Thickness Optimization for NCFET Circuits. - Sami Salamin; Georgios Zervakis 001; Yogesh Singh Chauhan; Jörg Henkel; Hussam Amrouch (IEEE Trans. Circuits Syst. I Regul. Pap., 2021)

Machine Learning Based on Emerging Memories. - Mikail Yayla; Sebastian Buschjäger; Hussam Amrouch (Mach. Learn. under Resour. Constraints Vol. 1 (1), 2022)

Enabling Efficient Inference of Convolutional Neural Networks via Approximation. - Georgios Zervakis 001; Iraklis Anagnostopoulos; Hussam Amrouch; Jörg Henkel (Approximate Computing, 2022)

Design Close to the Edge for Advanced Technology using Machine Learning and Brain-Inspired Algorithms. - Hussam Amrouch; Florian Klemme; Paul R. Genssler (ASP-DAC, 2022)

Brain-Inspired Hyperdimensional Computing for Ultra-Efficient Edge AI. - Hussam Amrouch; Mohsen Imani; Xun Jiao; Yiannis Aloimonos; Cornelia Fermüller; Dehao Yuan; Dongning Ma; Hamza Errahmouni Barkam; Paul R. Genssler; Peter Sutor Jr. (CODES+ISSS, 2022)

Intelligent Methods for Test and Reliability. - Hussam Amrouch; Jens Anders; Steffen Becker 001; Maik Betka; Gerd Bleher; Peter Domanski; Nourhan Elhamawy; Thomas Ertl; Athanasios Gatzastras; Paul R. Genssler; Sebastian Hasler; Martin Heinrich; et al. (DATE, 2022)

Joint Modeling of Multi-Domain Ferroelectric and Distributed Channel towards Unveiling the Asymmetric Abrupt DC Current Jump in Ferroelectric FET. - Simon Thomann; Kai Ni 004; Hussam Amrouch (ESSDERC, 2022)

Machine Learning for Test, Diagnosis, Post-Silicon Validation and Yield Optimization. - Hussam Amrouch; Krishnendu Chakrabarty; Dirk Pflüger; Ilia Polian; Matthias Sauer 002; Matteo Sonza Reorda (ETS, 2022)

On Extracting Reliability Information from Speed Binning. - Zahra Paria Najafi-Haghi; Florian Klemme; Hussam Amrouch; Hans-Joachim Wunderlich (ETS, 2022)

AppGNN: Approximation-Aware Functional Reverse Engineering Using Graph Neural Networks. - Tim Bücher; Lilas Alrahis; Guilherme Paim; Sergio Bampi; Ozgur Sinanoglu; Hussam Amrouch (ICCAD, 2022)

Mitigating the Impact of Variability in NCFET-based Coupled-Oscillator Networks Applications. - Juan Núñez 002; Simon Thomann; Hussam Amrouch; Maria J. Avedillo (ICECS 2022, 2022)

Cleaved-Gate Ferroelectric FET for Reliable Multi-Level Cell Storage. - Navjeet Bagga; Kai Ni 004; Nitanshu Chauhan; Om Prakash 007; X. Sharon Hu; Hussam Amrouch (IRPS, 2022)

Suppressing Channel Percolation in Ferroelectric FET for Reliable Neuromorphic Applications. - Kai Ni 004; Om Prakash 007; Simon Thomann; Zijian Zhao 001; Shan Deng; Hussam Amrouch (IRPS, 2022)

Ferroelectric FET Threshold Voltage Optimization for Reliable In-Memory Computing. - Om Prakash 007; Kai Ni 004; Hussam Amrouch (IRPS, 2022)

Novel FDSOI-based Dynamic XNOR Logic for Ultra-Dense Highly-Efficient Computing. - Shubham Kumar; Swetaki Chatterjee; Chetan Kumar Dabhi; Hussam Amrouch; Yogesh Singh Chauhan (ISCAS, 2022)

HW/SW Codesign for Approximate In-Memory Computing. - Simon Thomann; Hong L. G. Nguyen; Hussam Amrouch (ISQED, 2022)

Wafer Map Defect Classification Based on the Fusion of Pattern and Pixel Information. - Yiwen Liao; Raphaël Latty; Paul R. Genssler; Hussam Amrouch; Bin Yang 009 (ITC, 2022)

A Novel Approach to Mitigate Power Side-Channel Attacks for Emerging Negative Capacitance Transistor Technology. - Shubham Kumar; Swetaki Chatterjee; Chetan K. Dabhi; Hussam Amrouch; Yogesh Singh Chauhan (NEWCAS, 2022)

Advanced Thermal Management using Approximate Computing and On-Chip Thermoelectric Cooling. - Hammam Kattan; Hussam Amrouch (SBCCI, 2022)

Cross-layer FeFET Reliability Modeling for Robust Hyperdimensional Computing. - Shubham Kumar; Swetaki Chatterjee; Simon Thomann; Paul R. Genssler; Yogesh Singh Chauhan; Hussam Amrouch (VLSI-SoC, 2022)

Asymmetric Double-Gate Ferroelectric FET to Decouple the Tradeoff Between Thickness Scaling and Memory Window. - Zhouhang Jiang; Yi Xiao 008; Swetaki Chatterjee; Halid Mulaosmanovic; Stefan Dünkel; Steven Soss; Sven Beyer; Rajiv V. Joshi; Yogesh Singh Chauhan; Hussam Amrouch; Vijaykrishnan Narayanan; Kai Ni 004 (VLSI Technology and Circuits, 2022)

Modeling TPU Thermal Maps Under Superlattice Thermoelectric Cooling. - Tim Bücher; Hussam Amrouch (IEEE Access, 2022)

HW/SW Co-design for Reliable In-memory Brain-inspired Hyperdimensional Computing. - Simon Thomann; Paul R. Genssler; Hussam Amrouch (CoRR, 2022)

Design-time exploration of voltage switching against power analysis attacks in 14 nm FinFET technology. - Johann Knechtel; Tarek Ashraf; Natascha Fernengel; Satwik Patnaik; Mohammed Nabeel 001; Mohammed Ashraf; Ozgur Sinanoglu; Hussam Amrouch (Integr., 2022)

Brain-Inspired Computing for Circuit Reliability Characterization. - Paul R. Genssler; Hussam Amrouch (IEEE Trans. Computers, 2022)

On the Reliability of FeFET On-Chip Memory. - Paul R. Genssler; Victor M. van Santen; Jörg Henkel; Hussam Amrouch (IEEE Trans. Computers, 2022)

A Framework for Crossing Temperature-Induced Timing Errors Underlying Hardware Accelerators to the Algorithm and Application Layers. - Guilherme Paim; Hussam Amrouch; Leandro M. G. Rocha; Brunno Abreu; Eduardo Antônio César da Costa; Sergio Bampi; Jörg Henkel (IEEE Trans. Computers, 2022)

Real-Time Full-Chip Thermal Tracking: A Post-Silicon, Machine Learning Perspective. - Sheriff Sadiqbatcha; Jinwei Zhang; Hussam Amrouch; Sheldon X.-D. Tan (IEEE Trans. Computers, 2022)

Impact of NCFET Technology on Eliminating the Cooling Cost and Boosting the Efficiency of Google TPU. - Sami Salamin; Georgios Zervakis 001; Florian Klemme; Hammam Kattan; Yogesh Singh Chauhan; Jörg Henkel; Hussam Amrouch (IEEE Trans. Computers, 2022)

Trojan Detection in Embedded Systems With FinFET Technology. - Virinchi Roy Surabhi; Prashanth Krishnamurthy; Hussam Amrouch; Jörg Henkel; Ramesh Karri; Farshad Khorrami (IEEE Trans. Computers, 2022)

FeFET-Based Binarized Neural Networks Under Temperature-Dependent Bit Errors. - Mikail Yayla; Sebastian Buschjäger; Aniket Gupta; Jian-Jia Chen; Jörg Henkel; Katharina Morik; Kuan-Hsun Chen; Hussam Amrouch (IEEE Trans. Computers, 2022)

Thermal-Aware Design for Approximate DNN Accelerators. - Georgios Zervakis 001; Iraklis Anagnostopoulos; Sami Salamin; Ourania Spantidi; Isai Roman-Ballesteros; Jörg Henkel; Hussam Amrouch (IEEE Trans. Computers, 2022)

GNN4REL: Graph Neural Networks for Predicting Circuit Reliability Degradation. - Lilas Alrahis; Johann Knechtel; Florian Klemme; Hussam Amrouch; Ozgur Sinanoglu (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2022)

Electrothermal Simulation and Optimal Design of Thermoelectric Cooler Using Analytical Approach. - Liang Chen 025; Sheriff Sadiqbatcha; Hussam Amrouch; Sheldon X.-D. Tan (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2022)

A Novel Attack Mode on Advanced Technology Nodes Exploiting Transistor Self-Heating. - Nikhil Rangarajan; Johann Knechtel; Nimisha Limaye; Ozgur Sinanoglu; Hussam Amrouch (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2022)

MLCAD: A Survey of Research in Machine Learning for CAD Keynote Paper. - Martin Rapp; Hussam Amrouch; Yibo Lin; Bei Yu 001; David Z. Pan; Marilyn Wolf; Jörg Henkel (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2022)

Full-Chip Power Density and Thermal Map Characterization for Commercial Microprocessors Under Heat Sink Cooling. - Jinwei Zhang; Sheriff Sadiqbatcha; Michael O'Dea; Hussam Amrouch; Sheldon X.-D. Tan (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2022)

Variability-Aware Approximate Circuit Synthesis via Genetic Optimization. - Konstantinos Balaskas; Florian Klemme; Georgios Zervakis 001; Kostas Siozios; Hussam Amrouch; Jörg Henkel (IEEE Trans. Circuits Syst. I Regul. Pap., 2022)

Scalable Machine Learning to Estimate the Impact of Aging on Circuits Under Workload Dependency. - Florian Klemme; Hussam Amrouch (IEEE Trans. Circuits Syst. I Regul. Pap., 2022)

Efficient Learning Strategies for Machine Learning-Based Characterization of Aging-Aware Cell Libraries. - Florian Klemme; Hussam Amrouch (IEEE Trans. Circuits Syst. I Regul. Pap., 2022)

Characterizing Approximate Adders and Multipliers for Mitigating Aging and Temperature Degradations. - Francisco Javier Hernandez Santiago; Honglan Jiang; Hussam Amrouch; Andreas Gerstlauer; Leibo Liu; Jie Han 001 (IEEE Trans. Circuits Syst. I Regul. Pap., 2022)

Reliable Binarized Neural Networks on Unreliable Beyond Von-Neumann Architecture. - Mikail Yayla; Simon Thomann; Sebastian Buschjäger; Katharina Morik; Jian-Jia Chen; Hussam Amrouch (IEEE Trans. Circuits Syst. I Regul. Pap., 2022)

Bridging the Gap Between Voltage Over-Scaling and Joint Hardware Accelerator-Algorithm Closed-Loop. - Guilherme Paim; Hussam Amrouch; Eduardo Antônio César da Costa; Sergio Bampi; Jörg Henkel (IEEE Trans. Circuits Syst. Video Technol., 2022)

Towards a New Thermal Monitoring Based Framework for Embedded CPS Device Security. - Naman Patel; Prashanth Krishnamurthy; Hussam Amrouch; Jörg Henkel; Michael Shamouilian; Ramesh Karri; Farshad Khorrami (IEEE Trans. Dependable Secur. Comput., 2022)

Software-Managed Read and Write Wear-Leveling for Non-Volatile Main Memory. - Christian Hakert; Kuan-Hsun Chen; Horst Schirmeier; Lars Bauer; Paul R. Genssler; Georg von der Brüggen; Hussam Amrouch; Jörg Henkel; Jian-Jia Chen (ACM Trans. Embed. Comput. Syst., 2022)

Energy Efficient Edge Computing Enabled by Satisfaction Games and Approximate Computing. - Nafis Irtija; Iraklis Anagnostopoulos; Georgios Zervakis 001; Eirini-Eleni Tsiropoulou; Hussam Amrouch; Jörg Henkel (IEEE Trans. Green Commun. Netw., 2022)

FN-CACTI: Advanced CACTI for FinFET and NC-FinFET Technologies. - Divya Praneetha Ravipati; Rajesh Kedia; Victor M. van Santen; Jörg Henkel; Preeti Ranjan Panda; Hussam Amrouch (IEEE Trans. Very Large Scale Integr. Syst., 2022)

Technology/Algorithm Co-Design for Robust Brain-Inspired Hyperdimensional In-memory Computing. - Paul R. Genssler; Hussam Amrouch (ACSSC, 2023)

Hyperdimensional Computing for Robust and Efficient Unsupervised Learning. - Sanggeon Yun; Hamza Errahmouni Barkam; Paul R. Genssler; Hugo Latapie; Hussam Amrouch; Mohsen Imani (ACSSC, 2023)

Beyond von Neumann Era: Brain-Inspired Hyperdimensional Computing to the Rescue. - Hussam Amrouch; Paul R. Genssler; Mohsen Imani; Mariam Issa; Xun Jiao; Wegdan Mohammad; Gloria Sepanta; Ruixuan Wang (ASP-DAC, 2023)

ML to the Rescue: Reliability Estimation from Self-Heating and Aging in Transistors All the Way up Processors. - Hussam Amrouch; Florian Klemme (ASP-DAC, 2023)

Tutorial: The Synergy of Hyperdimensional and In-Memory Computing. - Paul R. Genssler; Simon Thomann; Hussam Amrouch (CODES+ISSS, 2023)

Compact and High-Performance TCAM Based on Scaled Double-Gate FeFETs. - Liu Liu; Shubham Kumar; Simon Thomann; Hussam Amrouch; Xiaobo Sharon Hu (DAC, 2023)

Design Automation for Cryogenic CMOS Circuits. - Victor M. van Santen; Marcel Walter; Florian Klemme; Shivendra Singh Parihar; Girish Pahwa; Yogesh Singh Chauhan; Robert Wille; Hussam Amrouch (DAC, 2023)

HDGIM: Hyperdimensional Genome Sequence Matching on Unreliable highly scaled FeFET. - Hamza Errahmouni Barkam; Sanggeon Yun; Paul R. Genssler; Zhuowen Zou; Che-Kai Liu; Hussam Amrouch; Mohsen Imani (DATE, 2023)

Upheaving Self-Heating Effects from Transistor to Circuit Level using Conventional EDA Tool Flows. - Florian Klemme; Sami Salamin; Hussam Amrouch (DATE, 2023)

Robust Resistive Open Defect Identification Using Machine Learning with Efficient Feature Selection. - Zahra Paria Najafi-Haghi; Florian Klemme; Hanieh Jafarzadeh; Hussam Amrouch; Hans-Joachim Wunderlich (DATE, 2023)

Learning-Oriented Reliability Improvement of Computing Systems From Transistor to Application Level. - 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; et al. (DATE, 2023)

Challenges in Machine Learning Techniques to Estimate Reliability from Transistors to Circuits. - Victor M. van Santen; Florian Klemme; Paul R. Genssler; Hussam Amrouch (DFT, 2023)

5nm FinFET Cryogenic SRAM Evaluation for Quantum Computing. - Shivendra Singh Parihar; Simon Thomann; Girish Pahwa; Yogesh Singh Chauhan; Hussam Amrouch (DRC, 2023)

Stress-Resiliency of AI Implementations on FPGAs. - Jonas Krautter; Paul R. Genssler; Gloria Sepanta; Hussam Amrouch; Mehdi B. Tahoori (FPL, 2023)

Reliable Hyperdimensional Reasoning on Unreliable Emerging Technologies. - Hamza Errahmouni Barkam; Sanggeon Yun; Hanning Chen; Paul Gensler; Albi Mema; Andrew Ding; George Michelogiannakis; Hussam Amrouch; Mohsen Imani (ICCAD, 2023)

Invited Paper: Ultra-Efficient Edge AI Using FeFET-based Monolithic 3D Integration. - Shubham Kumar; Yogesh Singh Chauhan; Hussam Amrouch (ICCAD, 2023)

Energy-efficient Computation-In-Memory Architecture using Emerging Technologies. - Rajendra Bishnoi; Sumit Diware; Anteneh Gebregiorgis; Simon Thomann; Sara Mannaa; Bastien Deveautour; Cédric Marchand 002; Alberto Bosio; Damien Deleruyelle; Ian O'Connor; Hussam Amrouch; Said Hamdioui (ICM, 2023)

Monolithic 3D Integrated BEOL Dual-Port Ferroelectric FET to Break the Tradeoff Between the Memory Window and the Ferroelectric Thickness. - Om Prakash 007; Kai Ni 004; Hussam Amrouch (IRPS, 2023)

Characterizing BTI and HCD in 1.2V 65nm CMOS Oscillators made from Combinational Standard Cells and Processor Logic Paths. - Victor M. van Santen; Jose M. Gata-Romero; Juan Núñez 002; Rafael Castro-López; Elisenda Roca; Hussam Amrouch (IRPS, 2023)

Reliable FeFET-based Neuromorphic Computing through Joint Modeling of Cycle-to-Cycle Variability, Device-to-Device Variability, and Domain Stochasticity. - Simon Thomann; Albi Mema; Kai Ni 004; Hussam Amrouch (IRPS, 2023)

Comprehensive Reliability Analysis of 22nm FDSOI SRAM from Device Physics to Deep Learning. - Om Prakash 007; Rodion Novkin; Virinchi Roy Surabhi; Prashanth Krishnamurthy; Ramesh Karri; Farshad Khorrami; Hussam Amrouch (ISCAS, 2023)

Temperature-Aware Memory Mapping and Active Cooling of Neural Processing Units. - Vahidreza Moghaddas; Hammam Kattan; Tim Bücher; Mikail Yayla; Jian-Jia Chen; Hussam Amrouch (ISLPED, 2023)

Robust Pattern Generation for Small Delay Faults Under Process Variations. - Hanieh Jafarzadeh; Florian Klemme; Jan Dennis Reimer; Zahra Paria Najafi-Haghi; Hussam Amrouch; Sybille Hellebrand; Hans-Joachim Wunderlich (ITC, 2023)

Analysis and Characterization of Defects in FeFETs. - Dhruv Thapar; Simon Thomann; Arjun Chaudhuri; Hussam Amrouch; Krishnendu Chakrabarty (ITC, 2023)

ML-TCAD: Perspectives and Challenges on Accelerating Transistor Modeling using ML. - Rodion Novkin; Simon Thomann; Hussam Amrouch (MLCAD, 2023)

SyncTREE: Fast Timing Analysis for Integrated Circuit Design through a Physics-informed Tree-based Graph Neural Network. - Yuting Hu; Jiajie Li 002; Florian Klemme; Gi-Joon Nam; Tengfei Ma 001; Hussam Amrouch; Jinjun Xiong (NeurIPS, 2023)

Long-Term Aging Impacts on Spatial On-Chip Power Density and Temperature. - Sachin Sachdeva; Jinwei Zhang; Hussam Amrouch; Sheldon X.-D. Tan (SMACD, 2023)

Frontiers in AI Acceleration: From Approximate Computing to FeFET Monolithic 3D Integration. - Shubham Kumar; Paul R. Genssler; Somaya Mansour; Yogesh Singh Chauhan; Hussam Amrouch (VLSI-SoC, 2023)

Reliable Brain-inspired AI Accelerators using Classical and Emerging Memories. - Mikail Yayla; Simon Thomann; Md. Mazharul Islam 006; Ming-Liang Wei; Shu-Yin Ho; Ahmedullah Aziz; Chia-Lin Yang; Jian-Jia Chen; Hussam Amrouch (VTS, 2023)

Compact and High-Performance TCAM Based on Scaled Double-Gate FeFETs. - Liu Liu; Shubham Kumar; Simon Thomann; Yogesh Singh Chauhan; Hussam Amrouch; Xiaobo Sharon Hu (CoRR, 2023)

Powering Disturb-Free Reconfigurable Computing and Tunable Analog Electronics with Dual-Port Ferroelectric FET. - Zijian Zhao 001; Shan Deng; Swetaki Chatterjee; Zhouhang Jiang; Muhammad Shaffatul Islam; Yi Xiao 008; Yixin Xu 001; Scott Meninger; Mohamed Mohamed 011; Rajiv V. Joshi; Yogesh Singh Chauhan; Halid Mulaosmanovic; et al. (CoRR, 2023)

HW/SW Codesign for Robust and Efficient Binarized SNNs by Capacitor Minimization. - Mikail Yayla; Simon Thomann; Ming-Liang Wei; Chia-Lin Yang; Jian-Jia Chen; Hussam Amrouch (CoRR, 2023)

Cryogenic In-Memory Computing for Quantum Processors Using Commercial 5-nm FinFETs. - Shivendra Singh Parihar; Simon Thomann; Girish Pahwa; Yogesh Singh Chauhan; Hussam Amrouch (IEEE Open J. Circuits Syst., 2023)

Cryogenic CMOS for Quantum Processing: 5-nm FinFET-Based SRAM Arrays at 10 K. - Shivendra Singh Parihar; Victor M. van Santen; Simon Thomann; Girish Pahwa; Yogesh Singh Chauhan; Hussam Amrouch (IEEE Trans. Circuits Syst. I Regul. Pap., 2023)

Targeting DNN Inference Via Efficient Utilization of Heterogeneous Precision DNN Accelerators. - Ourania Spantidi; Georgios Zervakis 001; Sami Alsalamin; Isai Roman-Ballesteros; Jörg Henkel; Hussam Amrouch; Iraklis Anagnostopoulos (IEEE Trans. Emerg. Top. Comput., 2023)

Brain-Inspired Hyperdimensional Computing: How Thermal-Friendly for Edge Computing? - Paul R. Genssler; Austin Vas; Hussam Amrouch (IEEE Embed. Syst. Lett., 2023)

Compact CMOS-Compatible Majority Gate Using Body Biasing in FDSOI Technology. - Brunno Alves de Abreu; Albi Mema; Simon Thomann; Guilherme Paim; Paulo F. Flores; Sergio Bampi; Hussam Amrouch (IEEE J. Emerg. Sel. Topics Circuits Syst., 2023)

HW/SW Codesign for Approximation-Aware Binary Neural Networks. - Abhilasha Dave; Fabio Frustaci; Fanny Spagnolo; Mikail Yayla; Jian-Jia Chen; Hussam Amrouch (IEEE J. Emerg. Sel. Topics Circuits Syst., 2023)

Hot-spot aware thermoelectric array based cooling for multicore processors. - Jinwei Zhang; Sheriff Sadiqbatcha; Liang Chen 025; Cuong Thi; Sachin Sachdeva; Hussam Amrouch; Sheldon X.-D. Tan (Integr., 2023)

Machine Learning-Based Microarchitecture- Level Power Modeling of CPUs. - Ajay Krishna Ananda Kumar; Sami Alsalamin; Hussam Amrouch; Andreas Gerstlauer (IEEE Trans. Computers, 2023)

Cross-Layer Reliability Modeling of Dual-Port FeFET: Device-Algorithm Interaction. - Shubham Kumar; Swetaki Chatterjee; Simon Thomann; Yogesh Singh Chauhan; Hussam Amrouch (IEEE Trans. Circuits Syst. I Regul. Pap., 2023)

FDSOI-Based Analog Computing for Ultra-Efficient Hamming Distance Similarity Calculation. - Albi Mema; Simon Thomann; Paul R. Genssler; Hussam Amrouch (IEEE Trans. Circuits Syst. I Regul. Pap., 2023)

Massively Parallel Circuit Setup in GPU-SPICE. - Victor M. van Santen; Fu Lam Florian Diep; Jörg Henkel; Hussam Amrouch (IEEE Trans. Computers, 2023)

HW/SW Co-Design for Reliable TCAM- Based In-Memory Brain-Inspired Hyperdimensional Computing. - Simon Thomann; Paul R. Genssler; Hussam Amrouch (IEEE Trans. Computers, 2023)

Golden-Free Robust Age Estimation to Triage Recycled ICs. - Virinchi Roy Surabhi; Prashanth Krishnamurthy; Hussam Amrouch; Jörg Henkel; Ramesh Karri; Farshad Khorrami (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2023)

Modeling and Predicting Transistor Aging Under Workload Dependency Using Machine Learning. - Paul R. Genssler; Hamza Errahmouni Barkam; Karthik Pandaram; Mohsen Imani; Hussam Amrouch (IEEE Trans. Circuits Syst. I Regul. Pap., 2023)

Performance and Energy Studies on NC-FinFET Cache-Based Systems With FN-McPAT. - Divya Praneetha Ravipati; Victor M. van Santen; Sami Salamin; Hussam Amrouch; Preeti Ranjan Panda (IEEE Trans. Very Large Scale Integr. Syst., 2023)

Impact of Non-Volatile Memory Cells on Spiking Neural Network Annealing Machine With In-Situ Synapse Processing. - Ming-Liang Wei; Mikail Yayla; Shu-Yin Ho; Jian-Jia Chen; Hussam Amrouch; Chia-Lin Yang (IEEE Trans. Circuits Syst. I Regul. Pap., 2023)

Unlocking Efficiency in BNNs: Global by Local Thresholding for Analog-Based HW Accelerators. - Mikail Yayla; Fabio Frustaci; Fanny Spagnolo; Jian-Jia Chen; Hussam Amrouch (IEEE J. Emerg. Sel. Topics Circuits Syst., 2023)

Transistor Self-Heating-Aware Synthesis for Reliable Digital Circuit Designs. - Florian Klemme; Hussam Amrouch (IEEE Trans. Circuits Syst. I Regul. Pap., 2023)

Innovations in Hardware Security: Leveraging FeFET Technology for Future Opportunities. - Anirban Kar; Yogesh Singh Chauhan; Hussam Amrouch (APCCAS, 2024)

Optimized Detection of Marginal Defects in Standard Cells Using Unsupervised Learning. - Karthik Pandaram; Hussam Amrouch; Ilia Polian (ATS, 2024)

HDCircuit: Brain-Inspired HyperDimensional Computing for Circuit Recognition. - Paul R. Genssler; Lilas Alrahis; Ozgur Sinanoglu; Hussam Amrouch (DATE, 2024)

DropHD: Technology/Algorithm Co-Design for Reliable Energy-Efficient NVM-Based Hyper-Dimensional Computing Under Voltage Scaling. - Paul R. Genssler; Mahta Mayahinia; Simon Thomann; Mehdi B. Tahoori; Hussam Amrouch (DATE, 2024)

Frontiers in Edge AI with RISC-V: Hyperdimensional Computing vs. Quantized Neural Networks. - Paul R. Genssler; Sandy A. Wasif; Miran Wael; Rodion Novkin; Hussam Amrouch (DATE, 2024)

Algorithm to Technology Co-Optimization for CiM-Based Hyperdimensional Computing. - Mahta Mayahinia; Simon Thomann; Paul R. Genssler; Christopher Münch; Hussam Amrouch; Mehdi B. Tahoori (DATE, 2024)

Low Power and Temperature- Resilient Compute-In-Memory Based on Subthreshold-FeFET. - Yifei Zhou; Xuchu Huang; Jianyi Yang 003; Kai Ni 004; Hussam Amrouch; Cheng Zhuo; Xunzhao Yin (DATE, 2024)

Time and Space Optimized Storage-based BIST under Multiple Voltages and Variations. - Hanieh Jafarzadeh; Florian Klemme; Hussam Amrouch; Sybille Hellebrand; Hans-Joachim Wunderlich (ETS, 2024)

TReCiM: Lower Power and Temperature-Resilient Multibit 2FeFET-1T Compute-in-Memory Design. - Yifei Zhou; Thomas Kämpfe; Kai Ni 004; Hussam Amrouch; Cheng Zhuo; Xunzhao Yin (ICCAD, 2024)

Machine Learning Unleashes Aging and Self-Heating Effects: From Transistors to Full Processor (Invited Paper). - Hussam Amrouch; Victor M. van Santen; Javier Diaz-Fortuny; Florian Klemme (IRPS, 2024)

On the Severity of Self-Heating in FDSOI at Cryogenic Temperatures: In-depth Analysis from Transistors to Full Processor. - Anirban Kar; Florian Klemme; Yogesh Singh Chauhan; Hussam Amrouch (IRPS, 2024)

Impact of Self-Heating in 5nm FinFETs at Cryogenic Temperatures for Reliable Quantum Computing: Device-Circuit Interaction. - Shivendra Singh Parihar; Girish Pahwa; Yogesh Singh Chauhan; Hussam Amrouch (IRPS, 2024)

Technology Mapping for Cryogenic CMOS Circuits. - Benjamin Hien; Marcel Walter; Victor M. van Santen; Florian Klemme; Shivendra Singh Parihar; Girish Pahwa; Yogesh Singh Chauhan; Hussam Amrouch; Robert Wille (ISVLSI, 2024)

Minimizing PVT-Variability by Exploiting the Zero Temperature Coefficient (ZTC) for Robust Delay Fault Testing. - Hanieh Jafarzadeh; Florian Klemme; Jan Dennis Reimer; Hussam Amrouch; Sybille Hellebrand; Hans-Joachim Wunderlich (ITC, 2024)

Vmin Testing under Variations: Defect vs. Fault Coverage. - Hanieh Jafarzadeh; Florian Klemme; Hussam Amrouch; Sybille Hellebrand; Hans-Joachim Wunderlich (LATS, 2024)

CircuitHD: Brain-Inspired Hyperdimensional Computing for Circuit Recognition. - Paul R. Genssler; Lilas Alrahis; Ozgur Sinanoglu; Hussam Amrouch (IEEE Access, 2024)

Energy-Efficient Cryogenic Ternary Content Addressable Memory using Ferroelectric SQUID. - Shamiul Alam; Simon Thomann; Shivendra Singh Parihar; Yogesh Singh Chauhan; Kai Ni 004; Hussam Amrouch; Ahmedullah Aziz (CoRR, 2024)

Exploring BTI aging effects on spatial power density and temperature profiles of VLSI chips. - Sachin Sachdeva; Jincong Lu; Hussam Amrouch; Sheldon X.-D. Tan (Integr., 2024)

Introduction to the Special Issue on Design for Testability and Reliability of Security-aware Hardware. - Tianming Ni; Xiaoqing Wen; Hussam Amrouch; Cheng Zhuo; Peilin Song (ACM Trans. Design Autom. Electr. Syst., 2024)

Approximation- and Quantization-Aware Training for Graph Neural Networks. - Rodion Novkin; Florian Klemme; Hussam Amrouch (IEEE Trans. Computers, 2024)

In-Memory Acceleration of Hyperdimensional Genome Matching on Unreliable Emerging Technologies. - Hamza Errahmouni Barkam; Sanggeon Yun; Paul R. Genssler; Che-Kai Liu; Zhuowen Zou; Hussam Amrouch; Mohsen Imani (IEEE Trans. Circuits Syst. I Regul. Pap., 2024)

WaSSaBi: Wafer Selection With Self-Supervised Representations and Brain-Inspired Active Learning. - Karthik Pandaram; Paul R. Genssler; Hussam Amrouch (IEEE Trans. Circuits Syst. I Regul. Pap., 2024)

Graph Attention Networks to Identify the Impact of Transistor Degradation on Circuit Reliability. - Tarek Mohamed; Victor M. van Santen; Lilas Alrahis; Ozgur Sinanoglu; Hussam Amrouch (IEEE Trans. Circuits Syst. I Regul. Pap., 2024)

Thermal Effects on Monolithic 3D Ferroelectric Transistors for Deep Neural Networks Performance. - Shubham Kumar; Yogesh Singh Chauhan; Hussam Amrouch (Adv. Intell. Syst., 2024)

Introduction to Special Issue on In/Near Memory and Storage Computing for Embedded Systems. - Liang Shi 001; Jingtong Shi; Hussam Amrouch; Kuan-Hsun Chen; Mengying Zhao; Weichen Liu (ACM Trans. Embed. Comput. Syst., 2024)

CAPE: Criticality-Aware Performance and Energy Optimization Policy for NCFET-Based Caches. - Divya Praneetha Ravipati; Ramanuj Goel; Victor M. van Santen; Hussam Amrouch; Preeti Ranjan Panda (IEEE Trans. Computers, 2024)

Pushing the Boundaries of AI Chips: From Monolithic 3D CMOS to Cryogenic Computing. - Mahdi Benkhelifa; Shivendra Singh Parihar; Anirban Kar; Girish Pahwa; Yogesh Singh Chauhan; Hussam Amrouch (DATE, 2025)

Late Breaking Results: Leveraging Approximate Computing for Carbon-Aware DNN Accelerators. - Aikaterini Maria Panteleaki; Konstantinos Balaskas; Georgios Zervakis 001; Hussam Amrouch; Iraklis Anagnostopoulos (DATE, 2025)

Self-Aware Silicon: Enhancing Lifecycle Management with Intelligent Testing and Data Insights. - Fabian Vargas 001; Marko S. Andjelkovic; Milos Krstic; Anirban Kar; Swati Deshwal; Yogesh S. Chauhan; Hussam Amrouch; Daniel Tille; Sebastian Huhn 001 (ETS, 2025)

Heterogeneous Integration of Advanced CMOS and Emerging Devices: Challenges and Solutions. - Letícia Maria Bolzani Pöhls; André Lucas Chinazzo; Mahdi Benkhelifa; Anirban Kar; Hussam Amrouch; Milos Krstic (ETS, 2025)

Investigation of Cryogenic Aging in 28 nm CMOS: Suppression of BTI and HCD in Circuits and SRAM. - Javier Diaz-Fortuny; Mahdi Benkhelifa; Alexander Grill; Erik Bury; Robin Degraeve; Ben Kaczer; Hussam Amrouch (IRPS, 2025)

Benchmarking Cryogenic Circuits using 5 nm FinFETs for Quantum Processing. - Anirban Kar; Shivendra Singh Parihar; Florian Klemme; Yogesh Singh Chauhan; Hussam Amrouch (ISCAS, 2025)

Accelerating Reliability Analysis for Aging and Self-Heating using Machine Learning. - Tarek Mohamed; Hussam Amrouch (ISQED, 2025)

SRAM Beyond FinFET: Performance and Aging Challenges in Nanosheet and CFET. - Mahdi Benkhelifa; Hussam Amrouch (ISVLSI, 2025)

Carbon-Efficient 3D DNN Acceleration: Optimizing Performance and Sustainability. - Aikaterini Maria Panteleaki; Konstantinos Balaskas; Georgios Zervakis 001; Hussam Amrouch; Iraklis Anagnostopoulos (ISVLSI, 2025)

Robust DLBIST for Delay Fault Testing: Minimizing PVT Variability with Zero Temperature Coefficient (ZTC) Voltage. - Hanieh Jafarzadeh; Florian Klemme; Hussam Amrouch; Sybille Hellebrand; Hans-Joachim Wunderlich (LATS, 2025)

Spike-RISC: Algorithm/ISA Co-Optimization for Efficient SNNs on RISC-V. - Ipek Akdeniz; Sandy A. Wasif; Paul R. Genssler; Hussam Amrouch (IEEE Access, 2025)

ML-Driven Transistor Self-Heating Analysis From TCAD to Large IP Circuits. - Simon Thomann; Nico Mayr; Albi Mema; Hussam Amrouch (IEEE Access, 2025)

Leveraging Highly Approximated Multipliers in DNN Inference. - Georgios Zervakis 001; Fabio Frustaci; Ourania Spantidi; Iraklis Anagnostopoulos; Hussam Amrouch; Jörg Henkel (IEEE Access, 2025)

On the Efficacy and Vulnerabilities of Logic Locking in Tree-Based Machine Learning. - Brunno Alves de Abreu; Guilherme Paim; Lilas Alrahis; Paulo F. Flores; Ozgur Sinanoglu; Sergio Bampi; Hussam Amrouch (IEEE Trans. Circuits Syst. I Regul. Pap., 2025)

Kolmogorov-Arnold Network for Transistor Compact Modeling. - Rodion Novkin; Hussam Amrouch (CoRR, 2025)

Small Delay Fault Testing with Multiple Voltages under Variations: Defect vs. Fault Coverage. - Hanieh Jafarzadeh; Florian Klemme; Hussam Amrouch; Sybille Hellebrand; Hans-Joachim Wunderlich (J. Electron. Test., 2025)

Cryo-CACTI: Cryogenic-Aware CACTI for Cache Modeling Down to 10K in Advanced 7nm FinFETs. - Divya Praneetha Ravipati; Victor M. van Santen; Shivendra Singh Parihar; Yogesh Singh Chauhan; Preeti Ranjan Panda; Hussam Amrouch (IEEE Trans. Computers, 2025)