Hussam Amrouch

Hussam Amrouch

Universität Stuttgart

H-index: 28

Europe-Germany

About Hussam Amrouch

Hussam Amrouch, With an exceptional h-index of 28 and a recent h-index of 27 (since 2020), a distinguished researcher at Universität Stuttgart, specializes in the field of AI Acceleration, Emerging Technology, Beyond von Neumann, Brain-inspired Computing, ML-CAD.

His recent articles reflect a diverse array of research interests and contributions to the field:

Cryogenic Brain-inspired Hyperdimensional In-Memory Computing using 5nm Ferroelectric FinFET

Monolithic 3D Integration using BEOL FeFET: Reliability, Thermal Effects, and DNN Accuracy

WaSSaBi: Wafer Selection With Self-Supervised Representations and Brain-Inspired Active Learning

Machine Learning Unleashes Aging and Self-Heating Effects: From Transistors to Full Processor

First Demonstration of Reconfigurable Threshold Logic Gate using FeFET

HDCircuit: Brain-inspired Hyperdimensional Computing for Circuit Recognition

Unveiling Enhanced Trade-offs in SRAM-based Memory Arrays for Cryogenic CMOS Technology

Algorithm to Technology Co-Optimization for CiM-based Hyperdimensional Computing

Hussam Amrouch Information

University

Position

___

Citations(all)

3064

Citations(since 2020)

2624

Cited By

1020

hIndex(all)

28

hIndex(since 2020)

27

i10Index(all)

100

i10Index(since 2020)

93

Email

University Profile Page

Universität Stuttgart

Google Scholar

View Google Scholar Profile

Hussam Amrouch Skills & Research Interests

AI Acceleration

Emerging Technology

Beyond von Neumann

Brain-inspired Computing

ML-CAD

Top articles of Hussam Amrouch

Title

Journal

Author(s)

Publication Date

Cryogenic Brain-inspired Hyperdimensional In-Memory Computing using 5nm Ferroelectric FinFET

Shivendra Singh Parihar

Shubham Kumar

Swetaki Chatterjee

Girish Pahwa

Yogesh Singh Chauhan

...

2024/1/3

Monolithic 3D Integration using BEOL FeFET: Reliability, Thermal Effects, and DNN Accuracy

Swetaki Chatterjee

Nistha Baruah

Swati Deshwal

Anirban Kar

Shivendra Singh Parihar

...

2024

WaSSaBi: Wafer Selection With Self-Supervised Representations and Brain-Inspired Active Learning

IEEE Transactions on Circuits and Systems I: Regular Papers

Karthik Pandaram

Paul R Genssler

Hussam Amrouch

2024/2/1

Machine Learning Unleashes Aging and Self-Heating Effects: From Transistors to Full Processor

Hussam Amrouch

Victor van Santan

Javier Diaz Fortuny

Florian Klemme

2024

First Demonstration of Reconfigurable Threshold Logic Gate using FeFET

Authorea Preprints

Shubham Kumar

Gian Singh

Sarma Vrudhula

Yogesh Singh Chauhan

Hussam Amrouch

2024/1/26

HDCircuit: Brain-inspired Hyperdimensional Computing for Circuit Recognition

Paul Genssler

Lilas Alrahis

Ozgur Sinanoglu

Hussam Amrouch

2024

Unveiling Enhanced Trade-offs in SRAM-based Memory Arrays for Cryogenic CMOS Technology

Authorea Preprints

Shivendra Singh Parihar

Girish Pahwa

Baker Mohammad

Yogesh Singh Chauhan

Hussam Amrouch

2024/1/26

Algorithm to Technology Co-Optimization for CiM-based Hyperdimensional Computing

Mahta Mayahinia

Simon Thomann

Paul R Genssler

Christopher Münch

Hussam Amrouch

...

2024

Integrated CPU Monitoring Using 2D Temperature Sensor Arrays Directly Printed on Heat Sinks

Advanced Materials Technologies

Robert Huber

Daniel Belles

Tim Bücher

Leonard Franke

Hussam Amrouch

...

2024/4

On the Severity of Self-Heating in FDSOI at Cryogenic Temperatures: In-depth analysis from Transistors to Full Processor

Anirban Kar

Florian Klemme

Hussam Amrouch

2024

In-Memory Acceleration of Hyperdimensional Genome Matching on Unreliable Emerging Technologies

IEEE Transactions on Circuits and Systems I: Regular Papers

Hamza E Barkam

Sanggeon Yun

Paul R Genssler

Che-Kai Liu

Zhuowen Zou

...

2024/1/26

Impact of Self-Heating in 5 nm FinFETs at Cryogenic Temperatures for Reliable Quantum Computing: Device-Circuit Interaction

Shivendra Parihar

Girish Pawha

Hussam Amrouch

2024

SyncTREE: Fast Timing Analysis for Integrated Circuit Design through a Physics-informed Tree-based Graph Neural Network

Advances in Neural Information Processing Systems

Yuting Hu

Jiajie Li

Florian Klemme

Gi-Joon Nam

Tengfei Ma

...

2024/2/13

Cryogenic cmos for quantum processing: 5-nm finfet-based sram arrays at 10 k

IEEE Transactions on Circuits and Systems I: Regular Papers

Shivendra Singh Parihar

Victor M van Santen

Simon Thomann

Girish Pahwa

Yogesh Singh Chauhan

...

2023/6/1

FeFET Reliability Modeling for In-Memory Computing: Challenges, Perspective, and Emerging Trends

Simon Thomann

Hussam Amrouch

2023/10/3

Unlocking Efficiency in BNNs: Global by Local Thresholding for Analog-based HW Accelerators

IEEE Journal on Emerging and Selected Topics in Circuits and Systems

Mikail Yayla

Fabio Frustaci

Fanny Spagnolo

Jian-Jia Chen

Hussam Amrouch

2023/9/14

Compact and high-performance TCAM based on scaled double-gate FeFETs

Liu Liu

Shubham Kumar

Simon Thomann

Hussam Amrouch

Xiaobo Sharon Hu

2023/7/9

Impact of Non-Volatile Memory Cells on Spiking Neural Network Annealing Machine With In-Situ Synapse Processing

IEEE Transactions on Circuits and Systems I: Regular Papers

Ming-Liang Wei

Mikail Yayla

Shu-Yin Ho

Jian-Jia Chen

Hussam Amrouch

...

2023/8/23

Frontiers in AI Acceleration: From Approximate Computing to FeFET Monolithic 3D Integration

Shubham Kumar

Paul R Genssler

Somaya Mansour

Yogesh Singh Chauhan

Hussam Amrouch

2023/10/16

Technology/Algorithm Co-Design for Robust Brain-Inspired Hyperdimensional In-memory Computing

Paul R Genssler

Hussam Amrouch

2023/10/29

See List of Professors in Hussam Amrouch University(Universität Stuttgart)

Co-Authors

H-index: 64
Jörg Henkel

Jörg Henkel

Karlsruher Institut für Technologie

H-index: 53
Mehdi B. Tahoori

Mehdi B. Tahoori

Karlsruher Institut für Technologie

H-index: 48
Tulika Mitra

Tulika Mitra

National University of Singapore

H-index: 22
javier martin-martinez

javier martin-martinez

Universidad Autónoma de Barcelona

H-index: 15
Thomas Ebi

Thomas Ebi

Karlsruher Institut für Technologie

H-index: 14
Victor M. van Santen

Victor M. van Santen

Karlsruher Institut für Technologie

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