default search action
Google
Google Scholar
Semantic Scholar
Internet Archive Scholar
CiteSeerX
ORCIDHussam 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
- 2024
[j87]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)- [j86]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) - [j85]Rodion Novkin, Florian Klemme, Hussam Amrouch:
Approximation- and Quantization-Aware Training for Graph Neural Networks. IEEE Trans. Computers 73(2): 599-612 (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) - [c138]Paul R. Genssler, Lilas Alrahis, Ozgur Sinanoglu, Hussam Amrouch:
HDCircuit: Brain-Inspired HyperDimensional Computing for Circuit Recognition. DATE 2024: 1-2 - [c137]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 - [c136]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 - [c135]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 - [c134]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 - [c133]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 - [c132]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 - [c131]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 - [c130]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 - [c129]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 - [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] - [i18]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) - 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, Krishnendu Chakrabarty, Dirk Pflüger, Ilia Polian, Matthias Sauer, Matteo Sonza Reorda:
Machine Learning for Test, Diagnosis, Post-Silicon Validation and Yield Optimization. ETS 2022: 1-6 - [c93]Zahra Paria Najafi-Haghi, Florian Klemme, Hussam Amrouch, Hans-Joachim Wunderlich:
On Extracting Reliability Information from Speed Binning. ETS 2022: 1-4 - [c92]Tim Bücher, Lilas Alrahis, Guilherme Paim, Sergio Bampi, Ozgur Sinanoglu, Hussam Amrouch:
AppGNN: Approximation-Aware Functional Reverse Engineering Using Graph Neural Networks. ICCAD 2022: 152:1-152:9 - [c91]Juan Núñez, Simon Thomann, Hussam Amrouch, Maria J. Avedillo:
Mitigating the Impact of Variability in NCFET-based Coupled-Oscillator Networks Applications. ICECS 2022 2022: 1-4 - [c90]Kai Ni, Om Prakash, Simon Thomann, Zijian Zhao, Shan Deng, Hussam Amrouch:
Suppressing Channel Percolation in Ferroelectric FET for Reliable Neuromorphic Applications. IRPS 2022: 1-8 - [c89]Om Prakash, Kai Ni, Hussam Amrouch:
Ferroelectric FET Threshold Voltage Optimization for Reliable In-Memory Computing. IRPS 2022: 1-10 - [c88]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: 5-1 - [c87]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: 3373-3377 - [c86]Simon Thomann, Hong L. G. Nguyen, Hussam Amrouch:
HW/SW Codesign for Approximate In-Memory Computing. ISQED 2022: 1-6 - [c85]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: 1-9 - [c84]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: 504-508 - [c83]Hammam Kattan, Hussam Amrouch:
Advanced Thermal Management using Approximate Computing and On-Chip Thermoelectric Cooling. SBCCI 2022: 1-6 - [c82]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: 1-6 - [c81]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: 395-396 - [p2]Mikail Yayla, Sebastian Buschjäger, Hussam Amrouch:
Machine Learning Based on Emerging Memories. Mach. Learn. under Resour. Constraints Vol. 1 (1) 2022: 325-337 - [p1]Georgios Zervakis, Iraklis Anagnostopoulos, Hussam Amrouch, Jörg Henkel:
Enabling Efficient Inference of Convolutional Neural Networks via Approximation. Approximate Computing 2022: 429-450 - [i13]Simon Thomann, Paul R. Genssler, Hussam Amrouch:
HW/SW Co-design for Reliable In-memory Brain-inspired Hyperdimensional Computing. CoRR abs/2202.04789 (2022) - [i12]Konstantinos Balaskas, Georgios Zervakis, Hussam Amrouch, Jörg Henkel, Kostas Siozios:
Automated Design Approximation to Overcome Circuit Aging. CoRR abs/2203.07962 (2022) - [i11]Paul R. Genssler, Austin Vas, Hussam Amrouch:
Brain-Inspired Hyperdimensional Computing: How Thermal-Friendly for Edge Computing? CoRR abs/2204.03739 (2022) - [i10]Paul R. Genssler, Hamza Errahmouni Barkam, Karthik Pandaram, Mohsen Imani, Hussam Amrouch:
Modeling and Predicting Transistor Aging under Workload Dependency using Machine Learning. CoRR abs/2207.04134 (2022) - [i9]Lilas Alrahis, Johann Knechtel, Florian Klemme, Hussam Amrouch, Ozgur Sinanoglu:
GNN4REL: Graph Neural Networks for Predicting Circuit Reliability Degradation. CoRR abs/2208.02868 (2022) - [i8]Tim Bücher, Lilas Alrahis, Guilherme Paim, Sergio Bampi, Ozgur Sinanoglu, Hussam Amrouch:
AppGNN: Approximation-Aware Functional Reverse Engineering using Graph Neural Networks. CoRR abs/2208.10868 (2022) - 2021
- [j36]Sami Salamin, Victor M. van Santen, Martin Rapp, Jörg Henkel, Hussam Amrouch:
Minimizing Excess Timing Guard Banding Under Transistor Self-Heating Through Biasing at Zero-Temperature Coefficient. IEEE Access 9: 30687-30697 (2021) - [j35]Georgios Zervakis, Iraklis Anagnostopoulos, Sami Salamin, Yogesh Singh Chauhan, Jörg Henkel, Hussam Amrouch:
Impact of NCFET on Neural Network Accelerators. IEEE Access 9: 43748-43758 (2021) - [j34]Deepak M. Mathew, Hammam Kattan, Christian Weis, Jörg Henkel, Norbert Wehn, Hussam Amrouch:
Longevity of Commodity DRAMs in Harsh Environments Through Thermoelectric Cooling. IEEE Access 9: 83950-83962 (2021) - [j33]Ji Heon Lee, Young Seo Lee, Jeong Hwan Choi, Hussam Amrouch, Joonho Kong, Young-Ho Gong, Sung Woo Chung:
Characterizing the Thermal Feasibility of Monolithic 3D Microprocessors. IEEE Access 9: 120715-120729 (2021) - [j32]Hammam Kattan, Sung Woo Chung, Jörg Henkel, Hussam Amrouch:
On-Demand Mobile CPU Cooling With Thin-Film Thermoelectric Array. IEEE Micro 41(4): 67-73 (2021) - [j31]Om Prakash, Nitanshu Chauhan, Aniket Gupta, Hussam Amrouch:
Performance Optimization of Analog Circuits in Negative Capacitance Transistor Technology. Microelectron. J. 115: 105193 (2021) - [j30]Sami Salamin, Martin Rapp, Anuj Pathania, Arka Maity, Jörg Henkel, Tulika Mitra, Hussam Amrouch:
Power-Efficient Heterogeneous Many-Core Design With NCFET Technology. IEEE Trans. Computers 70(9): 1484-1497 (2021) - [j29]Sheriff Sadiqbatcha, Jinwei Zhang, Hengyang Zhao, Hussam Amrouch, Jörg Henkel, Sheldon X.-D. Tan:
Post-Silicon Heat-Source Identification and Machine-Learning-Based Thermal Modeling Using Infrared Thermal Imaging. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 40(4): 694-707 (2021) - [j28]Guilherme Paim, Georgios Zervakis, Girish Pahwa, Yogesh Singh Chauhan, Eduardo Antonio Cesar da Costa, Sergio Bampi, Jörg Henkel, Hussam Amrouch:
On the Resiliency of NCFET Circuits Against Voltage Over-Scaling. IEEE Trans. Circuits Syst. I Regul. Pap. 68(4): 1481-1492 (2021) - [j27]Florian Klemme, Hussam Amrouch:
Machine Learning for On-the-Fly Reliability-Aware Cell Library Characterization. IEEE Trans. Circuits Syst. I Regul. Pap. 68(6): 2569-2579 (2021) - [j26]Sami Salamin, Georgios Zervakis, Yogesh Singh Chauhan, Jörg Henkel, Hussam Amrouch:
PROTON: Post-Synthesis Ferroelectric Thickness Optimization for NCFET Circuits. IEEE Trans. Circuits Syst. I Regul. Pap. 68(10): 4299-4309 (2021) - [j25]Konstantinos Balaskas, Georgios Zervakis, Hussam Amrouch, Jörg Henkel, Kostas Siozios:
Automated Design Approximation to Overcome Circuit Aging. IEEE Trans. Circuits Syst. I Regul. Pap. 68(11): 4710-4721 (2021) - [c80]Hussam Amrouch, Xiaobo Sharon Hu, Mohsen Imani, Ann Franchesca Laguna, Michael T. Niemier, Simon Thomann, Xunzhao Yin, Cheng Zhuo:
Cross-layer Design for Computing-in-Memory: From Devices, Circuits, to Architectures and Applications. ASP-DAC 2021: 132-139 - [c79]Georgios Zervakis, Hassaan Saadat, Hussam Amrouch, Andreas Gerstlauer, Sri Parameswaran, Jörg Henkel:
Approximate Computing for ML: State-of-the-art, Challenges and Visions. ASP-DAC 2021: 189-196 - [c78]Hussam Amrouch, Martin Rapp, Sami Salamin, Jörg Henkel:
Impact of Negative Capacitance Field-Effect Transistor (NCFET) on Many-Core Systems. A Journey of Embedded and Cyber-Physical Systems 2021: 107-123 - [c77]Georgios Zervakis, Ourania Spantidi, Iraklis Anagnostopoulos, Hussam Amrouch, Jörg Henkel:
Control Variate Approximation for DNN Accelerators. DAC 2021: 481-486 - [c76]Mikail Yayla, Kuan-Hsun Chen, Georgios Zervakis, Jörg Henkel, Jian-Jia Chen, Hussam Amrouch:
FeFET and NCFET for Future Neural Networks: Visions and Opportunities. DATE 2021: 300-305 - [c75]Sami Salamin, Georgios Zervakis, Ourania Spantidi, Iraklis Anagnostopoulos, Jörg Henkel, Hussam Amrouch:
Reliability-Aware Quantization for Anti-Aging NPUs. DATE 2021: 1460-1465 - [c74]Hussam Amrouch, Jian-Jia Chen, Kaushik Roy, Yuan Xie, Indranil Chakraborty, Wenqin Huangfu, Ling Liang, Fengbin Tu, Cheng Wang, Mikail Yayla:
Brain-Inspired Computing: Adventure from Beyond CMOS Technologies to Beyond von Neumann Architectures ICCAD Special Session Paper. ICCAD 2021: 1-9 - [c73]Hussam Amrouch, Di Gao, Xiaobo Sharon Hu, Arman Kazemi, Ann Franchesca Laguna, Kai Ni, Michael T. Niemier, Mohammad Mehdi Sharifi, Simon Thomann, Xunzhao Yin, Cheng Zhuo:
ICCAD Tutorial Session Paper Ferroelectric FET Technology and Applications: From Devices to Systems. ICCAD 2021: 1-8 - [c72]Johann Knechtel, Jayanth Gopinath, Jitendra Bhandari, Mohammed Ashraf, Hussam Amrouch, Shekhar Borkar, Sung Kyu Lim, Ozgur Sinanoglu, Ramesh Karri:
Security Closure of Physical Layouts ICCAD Special Session Paper. ICCAD 2021: 1-9 - [c71]Jens Lienig, Susann Rothe, Matthias Thiele, Nikhil Rangarajan, Mohammed Ashraf, Mohammed Nabeel, Hussam Amrouch, Ozgur Sinanoglu, Johann Knechtel:
Toward Security Closure in the Face of Reliability Effects ICCAD Special Session Paper. ICCAD 2021: 1-9 - [c70]Ourania Spantidi, Georgios Zervakis, Iraklis Anagnostopoulos, Hussam Amrouch, Jörg Henkel:
Positive/Negative Approximate Multipliers for DNN Accelerators. ICCAD 2021: 1-9 - [c69]Ming-Liang Wei, Mikail Yayla, Shu-Yin Ho, Jian-Jia Chen, Chia-Lin Yang, Hussam Amrouch:
Binarized SNNs: Efficient and Error-Resilient Spiking Neural Networks through Binarization. ICCAD 2021: 1-9 - [c68]Aniket Gupta, Nitanshu Chauhan, Om Prakash, Hussam Amrouch:
Variability Effects in FinFET Transistors and Emerging NC-FinFET. ICICDT 2021: 1-4 - [c67]Aniket Gupta, Govind Bajpai, Priyanshi Singhal, Navjeet Bagga, Om Prakash, Shashank Banchhor, Hussam Amrouch, Nitanshu Chauhan:
Traps Based Reliability Barrier on Performance and Revealing Early Ageing in Negative Capacitance FET. IRPS 2021: 1-6 - [c66]Ming-Liang Wei, Hussam Amrouch, Cheng-Lin Sung, Hang-Ting Lue, Chia-Lin Yang, Keh-Chung Wang, Chih-Yuan Lu:
Robust Brain-Inspired Computing: On the Reliability of Spiking Neural Network Using Emerging Non-Volatile Synapses. IRPS 2021: 1-8 - [c65]Florian Klemme, Hussam Amrouch:
Machine Learning for Circuit Aging Estimation under Workload Dependency. ITC 2021: 37-46 - [c64]Paul R. Genssler, Hussam Amrouch:
Brain-Inspired Computing for Wafer Map Defect Pattern Classification. ITC 2021: 123-132 - [c63]Veera Venkata Ram Murali Krishna Rao Muvva, Martin Rapp, Jörg Henkel, Hussam Amrouch, Marilyn Wolf:
On the Effectiveness of Quantization and Pruning on the Performance of FPGAs-based NN Temperature Estimation. MLCAD 2021: 1-7 - [c62]Hussam Amrouch, Nan Du, Anteneh Gebregiorgis, Said Hamdioui, Ilia Polian:
Towards Reliable In-Memory Computing: From Emerging Devices to Post-von-Neumann Architectures. VLSI-SoC 2021: 1-6 - [c61]Victor M. van Santen, Linda Schillinger, Hussam Amrouch:
Self-Heating Effects from Transistors to Gates. VLSI-DAT 2021: 1-4 - [c60]Om Prakash, Chetan K. Dabhi, Yogesh Singh Chauhan, Hussam Amrouch:
Transistor Self-Heating: The Rising Challenge for Semiconductor Testing. VTS 2021: 1-7 - [c59]Hussam Amrouch, Animesh Basak Chowdhury, Wentian Jin, Ramesh Karri, Farshad Khorrami, Prashanth Krishnamurthy, Ilia Polian, Victor M. van Santen, Benjamin Tan, Sheldon X.-D. Tan:
Special Session: Machine Learning for Semiconductor Test and Reliability. VTS 2021: 1-11 - [c58]Victor M. van Santen, Simon Thomann, Yogesh S. Chauchan, Jörg Henkel, Hussam Amrouch:
Reliability-Driven Voltage Optimization for NCFET-based SRAM Memory Banks. VTS 2021: 1-7 - [c57]Simon Thomann, Chao Li, Cheng Zhuo, Om Prakash, Xunzhao Yin, Xiaobo Sharon Hu, Hussam Amrouch:
On the Reliability of In-Memory Computing: Impact of Temperature on Ferroelectric TCAM. VTS 2021: 1-6 - [i7]Georgios Zervakis, Ourania Spantidi, Iraklis Anagnostopoulos, Hussam Amrouch, Jörg Henkel:
Control Variate Approximation for DNN Accelerators. CoRR abs/2102.09642 (2021) - [i6]Sami Salamin, Georgios Zervakis, Ourania Spantidi, Iraklis Anagnostopoulos, Jörg Henkel, Hussam Amrouch:
Reliability-Aware Quantization for Anti-Aging NPUs. CoRR abs/2103.04812 (2021) - [i5]Ourania Spantidi, Georgios Zervakis, Iraklis Anagnostopoulos, Hussam Amrouch, Jörg Henkel:
Positive/Negative Approximate Multipliers for DNN Accelerators. CoRR abs/2107.09366 (2021) - 2020
- [j24]Georgios Zervakis, Hussam Amrouch, Jörg Henkel:
Design Automation of Approximate Circuits With Runtime Reconfigurable Accuracy. IEEE Access 8: 53522-53538 (2020) - [j23]Virinchi Roy Surabhi, Prashanth Krishnamurthy, Hussam Amrouch, Kanad Basu, Jörg Henkel, Ramesh Karri, Farshad Khorrami:
Hardware Trojan Detection Using Controlled Circuit Aging. IEEE Access 8: 77415-77434 (2020) - [j22]Johann Knechtel, Satwik Patnaik, Mohammed Nabeel, Mohammed Ashraf, Yogesh Singh Chauhan, Jörg Henkel, Ozgur Sinanoglu, Hussam Amrouch:
Power Side-Channel Attacks in Negative Capacitance Transistor. IEEE Micro 40(6): 74-84 (2020) - [j21]Sami Salamin, Martin Rapp, Jörg Henkel, Andreas Gerstlauer, Hussam Amrouch:
Dynamic Power and Energy Management for NCFET-Based Processors. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 39(11): 3361-3372 (2020) - [j20]Virinchi Roy Surabhi, Prashanth Krishnamurthy, Hussam Amrouch, Jörg Henkel, Ramesh Karri, Farshad Khorrami:
Exposing Hardware Trojans in Embedded Platforms via Short-Term Aging. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 39(11): 3519-3530 (2020) - [j19]Hussam Amrouch, Georgios Zervakis, Sami Salamin, Hammam Kattan, Iraklis Anagnostopoulos, Jörg Henkel:
NPU Thermal Management. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 39(11): 3842-3855 (2020) - [j18]Heesu Kim, Jongho Kim, Hussam Amrouch, Jörg Henkel, Andreas Gerstlauer, Kiyoung Choi, Hanmin Park:
Aging Compensation With Dynamic Computation Approximation. IEEE Trans. Circuits Syst. I Fundam. Theory Appl. 67-I(4): 1319-1332 (2020) - [j17]Hussam Amrouch, Girish Pahwa, Amol D. Gaidhane, Chetan K. Dabhi, Florian Klemme, Om Prakash, Yogesh Singh Chauhan:
Impact of Variability on Processor Performance in Negative Capacitance FinFET Technology. IEEE Trans. Circuits Syst. I Regul. Pap. 67-I(9): 3127-3137 (2020) - [j16]Victor M. van Santen, Hussam Amrouch, Pooja Kumari, Jörg Henkel:
On the Workload Dependence of Self-Heating in FinFET Circuits. IEEE Trans. Circuits Syst. II Express Briefs 67-II(10): 1949-1953 (2020) - [j15]Zois-Gerasimos Tasoulas, Georgios Zervakis, Iraklis Anagnostopoulos, Hussam Amrouch, Jörg Henkel:
Weight-Oriented Approximation for Energy-Efficient Neural Network Inference Accelerators. IEEE Trans. Circuits Syst. 67-I(12): 4670-4683 (2020) - [j14]Guilherme Paim, Leandro Mateus Giacomini Rocha, Hussam Amrouch, Eduardo Antônio César da Costa, Sergio Bampi, Jörg Henkel:
A Cross-Layer Gate-Level-to-Application Co-Simulation for Design Space Exploration of Approximate Circuits in HEVC Video Encoders. IEEE Trans. Circuits Syst. Video Technol. 30(10): 3814-3828 (2020) - [j13]Jörg Henkel, Hussam Amrouch, Marilyn Wolf:
Introduction to the Special Issue on Machine Learning for CAD. ACM Trans. Design Autom. Electr. Syst. 25(5): 36:1-36:2 (2020) - [c56]Victor M. van Santen, Paul R. Genssler, Om Prakash, Simon Thomann, Jörg Henkel, Hussam Amrouch:
Impact of Self-Heating on Performance, Power and Reliability in FinFET Technology. ASP-DAC 2020: 68-73 - [c55]Sheriff Sadiqbatcha, Yue Zhao, Jinwei Zhang, Hussam Amrouch, Jörg Henkel, Sheldon X.-D. Tan:
Machine Learning Based Online Full-Chip Heatmap Estimation. ASP-DAC 2020: 229-234 - [c54]Hussam Amrouch, Victor M. van Santen, Girish Pahwa, Yogesh Singh Chauhan, Jörg Henkel:
NCFET to Rescue Technology Scaling: Opportunities and Challenges. ASP-DAC 2020: 637-644 - [c53]Shuyuan Yu, Han Zhou, Shaoyi Peng, Hussam Amrouch, Jörg Henkel, Sheldon X.-D. Tan:
Run-Time Accuracy Reconfigurable Stochastic Computing for Dynamic Reliability and Power Management: Work-in-Progress. CASES 2020: 1-3 - [c52]Sami Salamin, Martin Rapp, Hussam Amrouch, Andreas Gerstlauer, Jörg Henkel:
Energy Optimization in NCFET-based Processors. DATE 2020: 630-633 - [c51]Om Prakash, Hussam Amrouch, Sanjeev Manhas, Jörg Henkel:
Impact of NBTI Aging on Self-Heating in Nanowire FET. DATE 2020: 1514-1519 - [c50]Florian Klemme, Jannik Prinz, Victor M. van Santen, Jörg Henkel, Hussam Amrouch:
Modeling Emerging Technologies using Machine Learning: Challenges and Opportunities. ICCAD 2020: 15:1-15:9 - [c49]Florian Klemme, Yogesh Singh Chauhan, Jörg Henkel, Hussam Amrouch:
Cell Library Characterization using Machine Learning for Design Technology Co-Optimization. ICCAD 2020: 162:1-162:9 - [c48]Kai Ni, Aniket Gupta, Om Prakash, Simon Thomann, Xiaobo Sharon Hu, Hussam Amrouch:
Impact of Extrinsic Variation Sources on the Device-to-Device Variation in Ferroelectric FET. IRPS 2020: 1-5 - [c47]Govind Bajpai, Aniket Gupta, Om Prakash, Girish Pahwa, Jörg Henkel, Yogesh Singh Chauhan, Hussam Amrouch:
Impact of Radiation on Negative Capacitance FinFET. IRPS 2020: 1-5 - [c46]Aniket Gupta, Kai Ni, Om Prakash, Xiaobo Sharon Hu, Hussam Amrouch:
Temperature Dependence and Temperature-Aware Sensing in Ferroelectric FET. IRPS 2020: 1-5 - [c45]Victor M. van Santen, Simon Thomann, Chaitanya Pasupuleti, Paul R. Genssler, Narendra Gangwar, Uma Sharma, Jörg Henkel, Souvik Mahapatra, Hussam Amrouch:
BTI and HCD Degradation in a Complete 32 × 64 bit SRAM Array - including Sense Amplifiers and Write Drivers - under Processor Activity. IRPS 2020: 1-7 - [c44]Martin Rapp, Omar Elfatairy, Marilyn Wolf, Jörg Henkel, Hussam Amrouch:
Towards NN-based Online Estimation of the Full-Chip Temperature and the Rate of Temperature Change. MLCAD 2020: 95-100 - [e1]Ulf Schlichtmann, Raviv Gal, Hussam Amrouch, Hai (Helen) Li:
MLCAD '20: 2020 ACM/IEEE Workshop on Machine Learning for CAD, Virtual Event, Iceland, November 16-20, 2020. ACM 2020, ISBN 978-1-4503-7519-1 [contents] - [i4]Virinchi Roy Surabhi, Prashanth Krishnamurthy, Hussam Amrouch, Kanad Basu, Jörg Henkel, Ramesh Karri, Farshad Khorrami:
Hardware Trojan Detection Using Controlled Circuit Aging. CoRR abs/2004.02997 (2020) - [i3]Christian Hakert, Kuan-Hsun Chen, Paul R. Genssler, Georg von der Brüggen, Lars Bauer, Hussam Amrouch, Jian-Jia Chen, Jörg Henkel:
SoftWear: Software-Only In-Memory Wear-Leveling for Non-Volatile Main Memory. CoRR abs/2004.03244 (2020) - [i2]Shuyuan Yu, Han Zhou, Shaoyi Peng, Hussam Amrouch, Jörg Henkel, Sheldon X.-D. Tan:
Run-Time Accuracy Reconfigurable Stochastic Computing for Dynamic Reliability and Power Management. CoRR abs/2004.13320 (2020) - [i1]Johann Knechtel, Satwik Patnaik, Mohammed Nabeel, Mohammed Ashraf, Yogesh Singh Chauhan, Jörg Henkel, Ozgur Sinanoglu, Hussam Amrouch:
Power Side-Channel Attacks in Negative Capacitance Transistor (NCFET). CoRR abs/2007.03987 (2020)
2010 – 2019
- 2019
- [j12]Heba Khdr, Hussam Amrouch, Jörg Henkel:
Dynamic Guardband Selection: Thermal-Aware Optimization for Unreliable Multi-Core Systems. IEEE Trans. Computers 68(1): 53-66 (2019) - [j11]Hussam Amrouch, Seyed Borna Ehsani, Andreas Gerstlauer, Jörg Henkel:
On the Efficiency of Voltage Overscaling under Temperature and Aging Effects. IEEE Trans. Computers 68(11): 1647-1662 (2019) - [j10]Victor M. van Santen, Hussam Amrouch, Jörg Henkel:
Modeling and Mitigating Time-Dependent Variability From the Physical Level to the Circuit Level. IEEE Trans. Circuits Syst. I Regul. Pap. 66-I(7): 2671-2684 (2019) - [j9]Victor M. van Santen, Hussam Amrouch, Jörg Henkel:
Modeling and Evaluating the Gate Length Dependence of BTI. IEEE Trans. Circuits Syst. II Express Briefs 66-II(9): 1527-1531 (2019) - [j8]Behnam Khaleghi, Behzad Omidi, Hussam Amrouch, Jörg Henkel, Hossein Asadi:
Estimating and Mitigating Aging Effects in Routing Network of FPGAs. IEEE Trans. Very Large Scale Integr. Syst. 27(3): 651-664 (2019) - [j7]Sami Salamin, Victor M. van Santen, Hussam Amrouch, Narendra Parihar, Souvik Mahapatra, Jörg Henkel:
Modeling the Interdependences Between Voltage Fluctuation and BTI Aging. IEEE Trans. Very Large Scale Integr. Syst. 27(7): 1652-1665 (2019) - [c43]Martin Rapp, Sami Salamin, Hussam Amrouch, Girish Pahwa, Yogesh Singh Chauhan, Jörg Henkel:
Performance, Power and Cooling Trade-Offs with NCFET-based Many-Cores. DAC 2019: 41 - [c42]Sheriff Sadiqbatcha, Hengyang Zhao, Hussam Amrouch, Jörg Henkel, Sheldon X.-D. Tan:
Hot Spot Identification and System Parameterized Thermal Modeling for Multi-Core Processors Through Infrared Thermal Imaging. DATE 2019: 48-53 - [c41]Sami Salamin, Hussam Amrouch, Jörg Henkel:
Selecting the Optimal Energy Point in Near-Threshold Computing. DATE 2019: 1691-1696 - [c40]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:
The Impact of Emerging Technologies on Architectures and System-level Management: Invited Paper. ICCAD 2019: 1-6 - [c39]Hussam Amrouch, Victor M. van Santen, Om Prakash, Hammam Kattan, Sami Salamin, Simon Thomann, Jörg Henkel:
Reliability Challenges with Self-Heating and Aging in FinFET Technology. IOLTS 2019: 68-71 - [c38]Frank Sill Torres, Hussam Amrouch, Jörg Henkel, Rolf Drechsler:
Impact of NBTI on Increasing the Susceptibility of FinFET to Radiation. IRPS 2019: 1-6 - [c37]Jongho Kim, Heesu Kim, Hussam Amrouch, Jörg Henkel, Andreas Gerstlauer, Kiyoung Choi:
Aging Gracefully with Approximation. ISCAS 2019: 1-5 - [c36]Sami Salamin, Martin Rapp, Hussam Amrouch, Girish Pahwa, Yogesh Singh Chauhan, Jörg Henkel:
NCFET-Aware Voltage Scaling. ISLPED 2019: 1-6 - [c35]Lei Han, Hussam Amrouch, Zili Shao, Jörg Henkel:
Rebirth-FTL: Lifetime optimization via Approximate Storage for NAND Flash. NVMSA 2019: 1-6 - 2018
- [j6]Hussam Amrouch, Girish Pahwa, Amol D. Gaidhane, Jörg Henkel, Yogesh Singh Chauhan:
Negative Capacitance Transistor to Address the Fundamental Limitations in Technology Scaling: Processor Performance. IEEE Access 6: 52754-52765 (2018) - [j5]Sheldon X.-D. Tan, Hussam Amrouch, Taeyoung Kim, Zeyu Sun, Chase Cook, Jörg Henkel:
Recent advances in EM and BTI induced reliability modeling, analysis and optimization (invited). Integr. 60: 132-152 (2018) - [j4]Heba Khdr, Hussam Amrouch, Jörg Henkel:
Aging-Aware Boosting. IEEE Trans. Computers 67(9): 1217-1230 (2018) - [j3]Victor M. van Santen, Javier Martín-Martínez, Hussam Amrouch, Montserrat Nafría, Jörg Henkel:
Reliability in Super- and Near-Threshold Computing: A Unified Model of RTN, BTI, and PV. IEEE Trans. Circuits Syst. I Regul. Pap. 65-I(1): 293-306 (2018) - [c34]Heba Khdr, Hussam Amrouch, Jörg Henkel:
Aging-constrained performance optimization for multi cores. DAC 2018: 63:1-63:6 - [c33]Jörg Henkel, Jürgen Teich, Stefan Wildermann, Hussam Amrouch:
Dynamic resource management for heterogeneous many-cores. ICCAD 2018: 60 - [c32]Hussam Amrouch, Victor M. van Santen, Jörg Henkel:
Estimating and optimizing BTI aging effects: from physics to CAD. ICCAD 2018: 125 - [c31]Behzad Boroujerdian, Hussam Amrouch, Jörg Henkel, Andreas Gerstlauer:
Trading Off Temperature Guardbands via Adaptive Approximations. ICCD 2018: 202-209 - [c30]Victor M. van Santen, Hussam Amrouch, Jörg Henkel:
Reliability Estimations of Large Circuits in Massively-Parallel GPU-SPICE. IOLTS 2018: 143-146 - [c29]Victor M. van Santen, Javier Diaz-Fortuny, Hussam Amrouch, Javier Martín-Martínez, Rosana Rodríguez, Rafael Castro-López, Elisenda Roca, Francisco V. Fernández, Jörg Henkel, Montserrat Nafría:
Weighted time lag plot defect parameter extraction and GPU-based BTI modeling for BTI variability. IRPS 2018: 6-1 - [c28]Hussam Amrouch, Behnam Khaleghi, Jörg Henkel:
Voltage Adaptation Under Temperature Variation. SMACD 2018: 57-60 - 2017
- [j2]Hussam Amrouch, Victor M. van Santen, Jörg Henkel:
Interdependencies of Degradation Effects and Their Impact on Computing. IEEE Des. Test 34(3): 59-67 (2017) - [c27]Hussam Amrouch, Jörg Henkel:
Containing guardbands. ASP-DAC 2017: 537-542 - [c26]Hussam Amrouch, Prashanth Krishnamurthy, Naman Patel, Jörg Henkel, Ramesh Karri, Farshad Khorrami:
Emerging (un-)reliability based security threats and mitigations for embedded systems: special session. CASES 2017: 17:1-17:10 - [c25]Hussam Amrouch, Behnam Khaleghi, Andreas Gerstlauer, Jörg Henkel:
Towards Aging-Induced Approximations. DAC 2017: 41:1-41:6 - [c24]Hussam Amrouch, Behnam Khaleghi, Jörg Henkel:
Optimizing temperature guardbands. DATE 2017: 175-180 - [c23]Jörg Henkel, Santiago Pagani, Hussam Amrouch, Lars Bauer, Farzad Samie:
Ultra-low power and dependability for IoT devices (Invited paper for IoT technologies). DATE 2017: 954-959 - [c22]Vasileios Tenentes, Charles Leech, Graeme M. Bragg, Geoff V. Merrett, Bashir M. Al-Hashimi, Hussam Amrouch, Jörg Henkel, Shidhartha Das:
Hardware and software innovations in energy-efficient system-reliability monitoring. DFT 2017: 1-5 - [c21]Hussam Amrouch, Jörg Henkel:
Evaluating and mitigating degradation effects in multimedia circuits. ESTIMedia 2017: 61-67 - [c20]Hussam Amrouch, Jörg Henkel:
Containing Guardbands: From the Macro to Micro Time Domain. MBMV 2017: 13-14 - 2016
- [c19]Paul Bogdan, Partha Pratim Pande, Hussam Amrouch, Muhammad Shafique, Jörg Henkel:
Power and thermal management in massive multicore chips: theoretical foundation meets architectural innovation and resource allocation. CASES 2016: 4:1-4:2 - [c18]Hussam Amrouch, Behnam Khaleghi, Andreas Gerstlauer, Jörg Henkel:
Reliability-aware design to suppress aging. DAC 2016: 12:1-12:6 - [c17]Alok Prakash, Hussam Amrouch, Muhammad Shafique, Tulika Mitra, Jörg Henkel:
Improving mobile gaming performance through cooperative CPU-GPU thermal management. DAC 2016: 47:1-47:6 - [c16]Victor M. van Santen, Hussam Amrouch, Javier Martín-Martínez, Montserrat Nafría, Jörg Henkel:
Designing guardbands for instantaneous aging effects. DAC 2016: 69:1-69:6 - [c15]Victor M. van Santen, Hussam Amrouch, Narendra Parihar, Souvik Mahapatra, Jörg Henkel:
Aging-aware voltage scaling. DATE 2016: 576-581 - [c14]Behnam Khaleghi, Behzad Omidi, Hussam Amrouch, Jörg Henkel, Hossein Asadi:
Stress-aware routing to mitigate aging effects in SRAM-based FPGAs. FPL 2016: 1-8 - [c13]Jörg Henkel, Hussam Amrouch:
Designing reliable, yet energy-efficient guardbands. ICECS 2016: 540-543 - 2015
- [b1]Hussam Amrouch:
Techniques for Aging, Soft Errors and Temperature to Increase the Reliability of Embedded On-Chip Systems. Karlsruhe Institute of Technology, 2015 - [c12]Hussam Amrouch, Jörg Henkel:
Reliability degradation in the scope of aging - From physical to system level. IDT 2015: 9-12 - [c11]Hussam Amrouch, Javier Martín-Martínez, Victor M. van Santen, Miquel Moras, Rosana Rodríguez, Montserrat Nafría, Jörg Henkel:
Connecting the physical and application level towards grasping aging effects. IRPS 2015: 3 - [c10]Hussam Amrouch, Jörg Henkel:
Lucid infrared thermography of thermally-constrained processors. ISLPED 2015: 347-352 - 2014
- [j1]Hussam Amrouch, Thomas Ebi, Jörg Henkel:
RESI: Register-Embedded Self-Immunity for Reliability Enhancement. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 33(5): 677-690 (2014) - [c9]Heba Khdr, Thomas Ebi, Muhammad Shafique, Hussam Amrouch, Jörg Henkel:
mDTM: Multi-objective dynamic thermal management for on-chip systems. DATE 2014: 1-6 - [c8]Daniel Palomino, Muhammad Shafique, Hussam Amrouch, Altamiro Amadeu Susin, Jörg Henkel:
hevcDTM: Application-driven Dynamic Thermal Management for High Efficiency Video Coding. DATE 2014: 1-4 - [c7]Hussam Amrouch, Victor M. van Santen, Thomas Ebi, Volker Wenzel, Jörg Henkel:
Towards interdependencies of aging mechanisms. ICCAD 2014: 478-485 - 2013
- [c6]Jörg Henkel, Thomas Ebi, Hussam Amrouch, Heba Khdr:
Thermal management for dependable on-chip systems. ASP-DAC 2013: 113-118 - [c5]Hussam Amrouch, Thomas Ebi, Jörg Henkel:
Stress balancing to mitigate NBTI effects in register files. DSN 2013: 1-10 - [c4]Abdulazim Amouri, Hussam Amrouch, Thomas Ebi, Jörg Henkel, Mehdi Baradaran Tahoori:
Accurate Thermal-Profile Estimation and Validation for FPGA-Mapped Circuits. FCCM 2013: 57-60 - [c3]Hussam Amrouch, Thomas Ebi, Josef Schneider, Sridevan Parameswaran, Jörg Henkel:
Analyzing the thermal hotspots in FPGA-based embedded systems. FPL 2013: 1-4 - 2012
- [c2]Thomas Ebi, Hussam Amrouch, Jörg Henkel:
COOL: control-based optimization of load-balancing for thermal behavior. CODES+ISSS 2012: 255-264 - 2011
- [c1]Hussam Amrouch, Jörg Henkel:
Self-Immunity Technique to Improve Register File Integrity Against Soft Errors. VLSI Design 2011: 189-194
Coauthor Index
[i18] [j72] [j70] [j63] [j59] [j58] [j57] [j55] [j54] [j53] [j49] [j44] [j41] [j40] [j39] [j38] [j37] [p1] [i12] [j36] [j35] [j34] [j32] [j30] [j29] [j28] [j26] [j25] [c79] [c78] [c77] [c76] [c75] [c70] [c63] [c58] [i7] [i6] [i5] [j24] [j23] [j22] [j21] [j20] [j19] [j18] [j16] [j15] [j14] [j13] [c56] [c55] [c54] [c53] [c52] [c51] [c50] [c49] [c47] [c45] [c44] [i4] [i3] [i2] [i1] [j12] [j11] [j10] [j9] [j8] [j7] [c43] [c42] [c41] [c40] [c39] [c38] [c37] [c36] [c35] [j6] [j5] [j4] [j3] [c34] [c33] [c32] [c31] [c30] [c29] [c28] [j2] [c27] [c26] [c25] [c24] [c23] [c22] [c21] [c20] [c19] [c18] [c17] [c16] [c15] [c14] [c13] [c12] [c11] [c10] [j1] [c9] [c8] [c7] [c6] [c5] [c4] [c3] [c2] [c1]
Sami Salamin
aka: Sami Alsalamin
aka: Sami Alsalamin
manage site settings
To protect your privacy, all features that rely on external API calls from your browser are turned off by default. You need to opt-in for them to become active. All settings here will be stored as cookies with your web browser. For more information see our F.A.Q.
Unpaywalled article links
Add open access links from 
to the list of external document links (if available).
Privacy notice: By enabling the option above, your browser will contact the API of unpaywall.org to load hyperlinks to open access articles. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Unpaywall privacy policy.
Archived links via Wayback Machine
For web page which are no longer available, try to retrieve content from the 
of the Internet Archive (if available).
Privacy notice: By enabling the option above, your browser will contact the API of archive.org to check for archived content of web pages that are no longer available. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Internet Archive privacy policy.
Reference lists
Add a list of references from 
, 
, and 
to record detail pages.
load references from crossref.org and opencitations.net
Privacy notice: By enabling the option above, your browser will contact the APIs of crossref.org, opencitations.net, and semanticscholar.org to load article reference information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Crossref privacy policy and the OpenCitations privacy policy, as well as the AI2 Privacy Policy covering Semantic Scholar.
Citation data
Add a list of citing articles from and to record detail pages.
load citations from opencitations.net
Privacy notice: By enabling the option above, your browser will contact the API of opencitations.net and semanticscholar.org to load citation information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the OpenCitations privacy policy as well as the AI2 Privacy Policy covering Semantic Scholar.
OpenAlex data
Load additional information about publications from 
.
Privacy notice: By enabling the option above, your browser will contact the API of openalex.org to load additional information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the information given by OpenAlex.
last updated on 2024-11-07 21:34 CET by the dblp team
all metadata released as open data under CC0 1.0 license
see also: Terms of Use | Privacy Policy | Imprint
dblp was originally created in 1993 at:
since 2018, dblp has been operated and maintained by:
the dblp computer science bibliography is funded and supported by:
