


default search action
Hussam Amrouch
Person information
- affiliation: Technical University of Munich, Germany
- affiliation (former): Karlsruhe Institute of Technology, Germany
Refine list

refinements active!
zoomed in on ?? of ?? records
view refined list in
export refined list as
showing all ?? records
2020 – today
- 2025
- [j90]Brunno Alves de Abreu, Guilherme Paim, Lilas Alrahis, Paulo F. Flores, Ozgur Sinanoglu, Sergio Bampi, Hussam Amrouch:
On the Efficacy and Vulnerabilities of Logic Locking in Tree-Based Machine Learning. IEEE Trans. Circuits Syst. I Regul. Pap. 72(1): 180-191 (2025) - 2024
- [j89]Paul R. Genssler
, Lilas Alrahis, Ozgur Sinanoglu
, Hussam Amrouch
:
CircuitHD: Brain-Inspired Hyperdimensional Computing for Circuit Recognition. IEEE Access 12: 176280-176290 (2024) - [j88]Shubham Kumar
, Yogesh Singh Chauhan
, Hussam Amrouch
:
Thermal Effects on Monolithic 3D Ferroelectric Transistors for Deep Neural Networks Performance. Adv. Intell. Syst. 6(8) (2024) - [j87]Sachin Sachdeva
, Jincong Lu, Hussam Amrouch, Sheldon X.-D. Tan:
Exploring BTI aging effects on spatial power density and temperature profiles of VLSI chips. Integr. 97: 102202 (2024) - [j86]Rodion Novkin
, Florian Klemme
, Hussam Amrouch
:
Approximation- and Quantization-Aware Training for Graph Neural Networks. IEEE Trans. Computers 73(2): 599-612 (2024) - [j85]Divya Praneetha Ravipati
, Ramanuj Goel
, Victor M. van Santen
, Hussam Amrouch
, Preeti Ranjan Panda
:
CAPE: Criticality-Aware Performance and Energy Optimization Policy for NCFET-Based Caches. IEEE Trans. Computers 73(12): 2830-2843 (2024) - [j84]Hamza Errahmouni Barkam
, Sanggeon Yun, Paul R. Genssler
, Che-Kai Liu
, Zhuowen Zou
, Hussam Amrouch
, Mohsen Imani
:
In-Memory Acceleration of Hyperdimensional Genome Matching on Unreliable Emerging Technologies. IEEE Trans. Circuits Syst. I Regul. Pap. 71(4): 1794-1807 (2024) - [j83]Karthik Pandaram
, Paul R. Genssler
, Hussam Amrouch
:
WaSSaBi: Wafer Selection With Self-Supervised Representations and Brain-Inspired Active Learning. IEEE Trans. Circuits Syst. I Regul. Pap. 71(4): 1808-1818 (2024) - [j82]Tarek Mohamed
, Victor M. van Santen
, Lilas Alrahis
, Ozgur Sinanoglu
, Hussam Amrouch
:
Graph Attention Networks to Identify the Impact of Transistor Degradation on Circuit Reliability. IEEE Trans. Circuits Syst. I Regul. Pap. 71(7): 3269-3281 (2024) - [j81]Liang Shi
, Jingtong Shi, Hussam Amrouch, Kuan-Hsun Chen, Mengying Zhao, Weichen Liu:
Introduction to Special Issue on In/Near Memory and Storage Computing for Embedded Systems. ACM Trans. Embed. Comput. Syst. 23(6): 85:1-85:3 (2024) - [j80]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): 1:1-1:3 (2024) - [c139]Paul R. Genssler, Lilas Alrahis, Ozgur Sinanoglu, Hussam Amrouch:
HDCircuit: Brain-Inspired HyperDimensional Computing for Circuit Recognition. DATE 2024: 1-2 - [c138]Paul R. Genssler, Mahta Mayahinia, Simon Thomann, Mehdi B. Tahoori, Hussam Amrouch:
DropHD: Technology/Algorithm Co-Design for Reliable Energy-Efficient NVM-Based Hyper-Dimensional Computing Under Voltage Scaling. DATE 2024: 1-6 - [c137]Paul R. Genssler, Sandy A. Wasif, Miran Wael, Rodion Novkin, Hussam Amrouch:
Frontiers in Edge AI with RISC-V: Hyperdimensional Computing vs. Quantized Neural Networks. DATE 2024: 1-6 - [c136]Mahta Mayahinia, Simon Thomann, Paul R. Genssler, Christopher Münch, Hussam Amrouch, Mehdi B. Tahoori:
Algorithm to Technology Co-Optimization for CiM-Based Hyperdimensional Computing. DATE 2024: 1-6 - [c135]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. DATE 2024: 1-6 - [c134]Hanieh Jafarzadeh, Florian Klemme, Hussam Amrouch, Sybille Hellebrand, Hans-Joachim Wunderlich:
Time and Space Optimized Storage-based BIST under Multiple Voltages and Variations. ETS 2024: 1-6 - [c133]Hussam Amrouch, Victor M. van Santen, Javier Diaz-Fortuny
, Florian Klemme:
Machine Learning Unleashes Aging and Self-Heating Effects: From Transistors to Full Processor (Invited Paper). IRPS 2024: 1-8 - [c132]Anirban Kar, Florian Klemme, Yogesh Singh Chauhan, Hussam Amrouch:
On the Severity of Self-Heating in FDSOI at Cryogenic Temperatures: In-depth Analysis from Transistors to Full Processor. IRPS 2024: 1-6 - [c131]Shivendra Singh Parihar, Girish Pahwa, Yogesh Singh Chauhan, Hussam Amrouch:
Impact of Self-Heating in 5nm FinFETs at Cryogenic Temperatures for Reliable Quantum Computing: Device-Circuit Interaction. IRPS 2024: 1-7 - [c130]Benjamin Hien, Marcel Walter, Victor M. van Santen, Florian Klemme, Shivendra Singh Parihar, Girish Pahwa, Yogesh Singh Chauhan, Hussam Amrouch, Robert Wille:
Technology Mapping for Cryogenic CMOS Circuits. ISVLSI 2024: 272-277 - [c129]Hanieh Jafarzadeh, Florian Klemme, Jan Dennis Reimer, Hussam Amrouch, Sybille Hellebrand, Hans-Joachim Wunderlich:
Minimizing PVT-Variability by Exploiting the Zero Temperature Coefficient (ZTC) for Robust Delay Fault Testing. ITC 2024: 26-30 - [c128]Hanieh Jafarzadeh, Florian Klemme, Hussam Amrouch, Sybille Hellebrand, Hans-Joachim Wunderlich:
Vmin Testing under Variations: Defect vs. Fault Coverage. LATS 2024: 1-6 - [e2]Hussam Amrouch, Jiang Hu, Siddharth Garg, Yibo Lin:
Proceedings of the 2024 ACM/IEEE International Symposium on Machine Learning for CAD, MLCAD 2024, Salt Lake City, UT, USA, September 9-11, 2024. ACM 2024, ISBN 979-8-4007-0699-8 [contents] - [i20]Konstantinos Balaskas, Florian Klemme, Georgios Zervakis, Kostas Siozios, Hussam Amrouch, Jörg Henkel:
Variability-Aware Approximate Circuit Synthesis via Genetic Optimization. CoRR abs/2404.04258 (2024) - [i19]Shamiul Alam, Simon Thomann, Shivendra Singh Parihar, Yogesh Singh Chauhan, Kai Ni, Hussam Amrouch, Ahmedullah Aziz:
Energy-Efficient Cryogenic Ternary Content Addressable Memory using Ferroelectric SQUID. CoRR abs/2410.11091 (2024) - [i18]Georgios Zervakis, Fabio Frustaci, Ourania Spantidi, Iraklis Anagnostopoulos, Hussam Amrouch, Jörg Henkel:
Leveraging Highly Approximated Multipliers in DNN Inference. CoRR abs/2412.16757 (2024) - 2023
- [j79]Paul R. Genssler
, Austin Vas, Hussam Amrouch
:
Brain-Inspired Hyperdimensional Computing: How Thermal-Friendly for Edge Computing? IEEE Embed. Syst. Lett. 15(1): 29-32 (2023) - [j78]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): 33-47 (2023) - [j77]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): 86-95 (2023) - [j76]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): 940-955 (2023) - [j75]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: 73-82 (2023) - [j74]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: 258-270 (2023) - [j73]Ajay Krishna Ananda Kumar
, Sami Alsalamin
, Hussam Amrouch
, Andreas Gerstlauer
:
Machine Learning-Based Microarchitecture- Level Power Modeling of CPUs. IEEE Trans. Computers 72(4): 941-956 (2023) - [j72]Victor M. van Santen
, Fu Lam Florian Diep
, Jörg Henkel
, Hussam Amrouch
:
Massively Parallel Circuit Setup in GPU-SPICE. IEEE Trans. Computers 72(8): 2127-2138 (2023) - [j71]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): 2404-2417 (2023) - [j70]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): 2839-2851 (2023) - [j69]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): 2679-2688 (2023) - [j68]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): 2891-2903 (2023) - [j67]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): 3089-3102 (2023) - [j66]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): 3699-3711 (2023) - [j65]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): 4380-4393 (2023) - [j64]Florian Klemme
, Hussam Amrouch
:
Transistor Self-Heating-Aware Synthesis for Reliable Digital Circuit Designs. IEEE Trans. Circuits Syst. I Regul. Pap. 70(12): 5366-5379 (2023) - [j63]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): 112-125 (2023) - [j62]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): 1280-1293 (2023) - [c127]Paul R. Genssler, Hussam Amrouch:
Technology/Algorithm Co-Design for Robust Brain-Inspired Hyperdimensional In-memory Computing. ACSSC 2023: 280 - [c126]Sanggeon Yun, Hamza Errahmouni Barkam, Paul R. Genssler, Hugo Latapie, Hussam Amrouch, Mohsen Imani:
Hyperdimensional Computing for Robust and Efficient Unsupervised Learning. ACSSC 2023: 281-288 - [c125]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: 76-82 - [c124]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: 553-560 - [c123]Paul R. Genssler, Simon Thomann, Hussam Amrouch:
Tutorial: The Synergy of Hyperdimensional and In-Memory Computing. CODES+ISSS 2023: 5-6 - [c122]Liu Liu, Shubham Kumar
, Simon Thomann, Hussam Amrouch, Xiaobo Sharon Hu:
Compact and High-Performance TCAM Based on Scaled Double-Gate FeFETs. DAC 2023: 1-6 - [c121]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: 1-6 - [c120]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: 1-6 - [c119]Florian Klemme, Sami Salamin, Hussam Amrouch:
Upheaving Self-Heating Effects from Transistor to Circuit Level using Conventional EDA Tool Flows. DATE 2023: 1-6 - [c118]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: 1-2 - [c117]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: 1-10 - [c116]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: 1-6 - [c115]Shivendra Singh Parihar, Simon Thomann, Girish Pahwa, Yogesh Singh Chauhan, Hussam Amrouch:
5nm FinFET Cryogenic SRAM Evaluation for Quantum Computing. DRC 2023: 1-2 - [c114]Jonas Krautter, Paul R. Genssler, Gloria Sepanta, Hussam Amrouch, Mehdi B. Tahoori:
Stress-Resiliency of AI Implementations on FPGAs. FPL 2023: 333-338 - [c113]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: 1-9 - [c112]Shubham Kumar, Yogesh Singh Chauhan, Hussam Amrouch:
Invited Paper: Ultra-Efficient Edge AI Using FeFET-based Monolithic 3D Integration. ICCAD 2023: 1-6 - [c111]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: 325-334 - [c110]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: 1-4 - [c109]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: 1-6 - [c108]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: 1-5 - [c107]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: 1-5 - [c106]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: 1-6 - [c105]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: 111-116 - [c104]Dhruv Thapar, Simon Thomann, Arjun Chaudhuri, Hussam Amrouch, Krishnendu Chakrabarty:
Analysis and Characterization of Defects in FeFETs. ITC 2023: 256-265 - [c103]Rodion Novkin, Simon Thomann, Hussam Amrouch:
ML-TCAD: Perspectives and Challenges on Accelerating Transistor Modeling using ML. MLCAD 2023: 1-4 - [c102]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 - [c101]Sachin Sachdeva
, Jinwei Zhang, Hussam Amrouch, Sheldon X.-D. Tan:
Long-Term Aging Impacts on Spatial On-Chip Power Density and Temperature. SMACD 2023: 1-4 - [c100]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: 1-6 - [c99]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: 1-10 - [i17]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 abs/2304.03868 (2023) - [i16]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 abs/2305.01484 (2023) - [i15]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 abs/2309.02111 (2023) - [i14]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 abs/2312.17442 (2023) - 2022
- [j61]Tim Bücher
, Hussam Amrouch
:
Modeling TPU Thermal Maps Under Superlattice Thermoelectric Cooling. IEEE Access 10: 21970-21978 (2022) - [j60]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: 27-34 (2022) - [j59]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): 349-363 (2022) - [j58]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): 906-918 (2022) - [j57]Paul R. Genssler
, Victor M. van Santen
, Jörg Henkel
, Hussam Amrouch
:
On the Reliability of FeFET On-Chip Memory. IEEE Trans. Computers 71(4): 947-958 (2022) - [j56]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): 1411-1424 (2022) - [j55]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): 1681-1695 (2022) - [j54]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): 2687-2697 (2022) - [j53]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): 3061-3071 (2022) - [j52]Paul R. Genssler
, Hussam Amrouch
:
Brain-Inspired Computing for Circuit Reliability Characterization. IEEE Trans. Computers 71(12): 3336-3348 (2022) - [j51]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): 1453-1466 (2022) - [j50]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): 3066-3077 (2022) - [j49]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): 3162-3181 (2022) - [j48]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): 3826-3837 (2022) - [j47]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): 4134-4144 (2022) - [j46]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): 2142-2155 (2022) - [j45]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): 2516-2528 (2022) - [j44]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): 4141-4153 (2022) - [j43]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): 4558-4571 (2022) - [j42]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): 5233-5246 (2022) - [j41]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): 398-410 (2022) - [j40]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): 524-536 (2022) - [j39]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): 5:1-5:24 (2022) - [j38]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): 281-294 (2022) - [j37]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): 339-352 (2022) - [c98]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: 493-499 - [c97]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: 25-34 - [c96]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, Raphaël 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: 969-974 - [c95]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: 336-339 - [c94]Hussam Amrouch, K