Mahdi Taheri

According to our database, Mahdi Taheri authored at least 56 papers between 2017 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Geometric Fault Identification via Mirror Descent Learning.

Mahdi Taheri, Haeyoon Han, Soon-Jo Chung, Fred Y. Hadaegh

CoRR, May, 2026

Perron-Frobenius Contractive Operator Matching for Data-Driven Reachable Fault Identification and Recovery.

Joshua D. Ibrahim, Mahdi Taheri, Soon-Jo Chung, Fred Y. Hadaegh

CoRR, April, 2026

Data-Driven Probabilistic Fault Detection and Identification via Density Flow Matching.

Joshua D. Ibrahim, Mahdi Taheri, Soon-Jo Chung, Fred Y. Hadaegh

CoRR, March, 2026

Mix-and-Match Pruning: Globally Guided Layer-Wise Sparsification of DNNs.

Danial Monachan, Samira Nazari, Mahdi Taheri, Ali Azarpeyvand, Milos Krstic, Michael Hübner, Christian Herglotz

CoRR, March, 2026

SPARQ: Spiking Early-Exit Neural Networks for Energy-Efficient Edge AI.

Parth Patne, Mahdi Taheri, Ali Mahani, Maksim Jenihhin, Reza Mahani, Christian Herglotz

CoRR, March, 2026

DART: Input-Difficulty-AwaRe Adaptive Threshold for Early-Exit DNNs.

Parth Patne, Mahdi Taheri, Christian Herglotz, Maksim Jenihhin, Milos Krstic, Michael Hübner

CoRR, March, 2026

Sensitivity-Guided Framework for Pruned and Quantized Reservoir Computing Accelerators.

Atousa Jafari, Mahdi Taheri, Hassan Ghasemzadeh Mohammadi, Christian Herglotz, Marco Platzner

CoRR, March, 2026

PhD Thesis Summary: Methods for Reliability Assessment and Enhancement of Deep Neural Network Hardware Accelerators.

Mahdi Taheri

CoRR, March, 2026

Integrating an open-source soft-GPU overlay with RISC-V control and high-bandwidth memory.

Hector Gerardo Muñoz Hernandez, Mahdi Taheri, Muhammad Ali, Keyvan Shahin, Alireza Syavashi, Diana Göhringer, Marc Reichenbach, Christian Herglotz, Michael Hübner

J. Syst. Archit., 2026

On covert cyber-attacks in cyber-physical systems and dynamic coding schemes as their countermeasures.

Mahdi Taheri, Khashayar Khorasani, Nader Meskin

Autom., 2026

RESQ: A Unified Framework for ReLiability- and SEcurity Enhancement of Quantized Deep Neural Networks.

Ali Soltan Mohammadi, Samira Nazari, Ali Azarpeyvand, Mahdi Taheri, Milos Krstic, Michael Hübner, Christian Herglotz, Tara Ghasempouri

Proceedings of the 27th IEEE Latin American Test Symposium, 2026

An FPGA-Based SoC Architecture with a RISC-V Controller for Energy-Efficient Temporal-Coding Spiking Neural Networks.

Mohammad Javad Sekonji, Ali Mahani, Maryam Mirsadeghi, Mahdi Taheri

Proceedings of the IEEE International Symposium on Circuits and Systems, 2026

HAWX: A Hardware-Aware FrameWork for Fast and Scalable ApproXimation of DNNs.

Samira Nazari, Mohammad Saeed Almasi, Mahdi Taheri, Ali Azarpeyvand, Ali Mokhtari, Ali Mahani, Christian Herglotz

Proceedings of the Design, Automation & Test in Europe Conference, 2026

2025

A Counterfactual Reasoning Framework for Fault Diagnosis in Robot Perception Systems.

Haeyoon Han, Mahdi Taheri, Soon-Jo Chung, Fred Y. Hadaegh

CoRR, September, 2025

Reliability-Aware Hyperparameter Optimization for ANN-to-SNN Conversion.

Saeed Sharifian Moghimi Moghaddam, Mahdi Taheri, Vahid Rashtchi, Ali Azarpeyvand, Christian Herglotz, Maksim Jenihhin

WiPiEC Journal, 2025

SAFFIRA A Framework for Assessing the Reliability of Systolic-Array DNN Accelerators.

Salvatore Pappalardo, Nicolò Bellarmino, Bastien Deveautour, Alberto Bosio, Mahdi Taheri, Masoud Daneshtalab, Jaan Raik, Maksim Jenihhin

J. Circuits Syst. Comput., 2025

Closing the Loop Inside Neural Networks: Causality-Guided Layer Adaptation for Fault Recovery Control.

Mahdi Taheri, Soon-Jo Chung, Fred Y. Hadaegh

IEEE Control. Syst. Lett., 2025

Reliability-Aware Performance Optimization of DNN HW Accelerators Through Heterogeneous Quantization.

Samira Nazari, Mahdi Taheri, Ali Azarpeyvand, Mohsen Afsharchi, Christian Herglotz, Maksim Jenihhin

Proceedings of the 26th IEEE Latin American Test Symposium, 2025

Adaptive Fault Resilience for Early-Exit DNNs.

Rama Mounika Kodamanchili, Natalia Cherezova, Mahdi Taheri, Maksim Jenihhin

Proceedings of the IEEE International Test Conference in Asia, 2025

SHIELD: PSO-Based Hardware Trojan Detection for Efficient and Low-Cost Defense.

Mostafa Hosseini, Ali Azarpeyvand, Mahdi Taheri, Tara Ghasempouri, Maksim Jenihhin

Proceedings of the 31st IEEE International Symposium on On-Line Testing and Robust System Design, 2025

GENIE: GENetIc Algorithm-Based REliability Assessment Methodology for Deep Neural Networks.

Samira Nazari, Mahdi Taheri, Ali Azarpeyvand, Mohsen Afsharchi, Christian Herglotz, Maksim Jenihhin

Proceedings of the 11th International Conference on Computing and Artificial Intelligence, 2025

RL-Agent-based Early-Exit DNN Architecture Search Framework.

Mahdi Taheri, Parth Patne, Natalia Cherezova, Ali Mahani, Christian Herglotz, Maksim Jenihhin

Proceedings of the 28th IEEE International Symposium on Design and Diagnostics of Electronic Circuits and Systems, 2025

A Dynamic Coding Scheme to Prevent Covert Cyber-Attacks in Cyber-Physical Systems.

Mahdi Taheri, Khashayar Khorasani, Nader Meskin

Proceedings of the 64th IEEE Conference on Decision and Control, 2025

2024

On Zero Dynamics and Controllable Cyber-Attacks in Cyber-Physical Systems and Dynamic Coding Schemes as Their Countermeasures.

Mahdi Taheri, Khashayar Khorasani, Nader Meskin

IEEE CAA J. Autom. Sinica, November, 2024

A Systematic Literature Review on Hardware Reliability Assessment Methods for Deep Neural Networks.

Mohammad Hasan Ahmadilivani, Mahdi Taheri, Jaan Raik, Masoud Daneshtalab, Maksim Jenihhin

ACM Comput. Surv., June, 2024

Cyberattack and Machine-Induced Fault Detection and Isolation Methodologies for Cyber-Physical Systems.

Mahdi Taheri, Khashayar Khorasani, Iman Shames, Nader Meskin

IEEE Trans. Control. Syst. Technol., March, 2024

Special Session: Reliability Assessment Recipes for DNN Accelerators.

Mohammad Hasan Ahmadilivani, Alberto Bosio, Bastien Deveautour, Fernando Fernandes dos Santos, Juan-David Guerrero-Balaguera, Maksim Jenihhin, Angeliki Kritikakou, Robert Limas Sierra, Salvatore Pappalardo, Jaan Raik, Josie E. Rodriguez Condia, Matteo Sonza Reorda, Mahdi Taheri, Marcello Traiola

Proceedings of the 42nd IEEE VLSI Test Symposium, 2024

Heterogeneous Approximation of DNN HW Accelerators based on Channels Vulnerability.

Natalia Cherezova, Salvatore Pappalardo, Mahdi Taheri, Mohammad Hasan Ahmadilivani, Bastien Deveautour, Alberto Bosio, Jaan Raik, Maksim Jenihhin

Proceedings of the 32nd IFIP/IEEE International Conference on Very Large Scale Integration, 2024

Dual State and Parameter Estimation for Diagnosis, Prognosis, and Health Monitoring of Electro-Mechanical Actuators.

Mahdi Taheri, Khashayar Khorasani

Proceedings of the IEEE International Systems Conference, 2024

Keynote: Cost-Efficient Reliability for Edge-AI Chips.

Maksim Jenihhin, Mahdi Taheri, Natalia Cherezova, Mohammad Hasan Ahmadilivani, Hardi Selg, Artur Jutman, Konstantin Shibin, Anton Tsertov, Sergei Devadze, Rama Mounika Kodamanchili, Ahsan Rafiq, Jaan Raik, Masoud Daneshtalab

Proceedings of the 25th IEEE Latin American Test Symposium, 2024

Exploration of Activation Fault Reliability in Quantized Systolic Array-Based DNN Accelerators.

Mahdi Taheri, Natalia Cherezova, Mohammad Saeed Ansari, Maksim Jenihhin, Ali Mahani, Masoud Daneshtalab, Jaan Raik

Proceedings of the 25th International Symposium on Quality Electronic Design, 2024

AdAM: Adaptive Fault-Tolerant Approximate Multiplier for Edge DNN Accelerators.

Mahdi Taheri, Natalia Cherezova, Samira Nazari, Ahsan Rafiq, Ali Azarpeyvand, Tara Ghasempouri, Masoud Daneshtalab, Jaan Raik, Maksim Jenihhin

Proceedings of the IEEE European Test Symposium, 2024

SAFFIRA: a Framework for Assessing the Reliability of Systolic-Array-Based DNN Accelerators.

Mahdi Taheri, Masoud Daneshtalab, Jaan Raik, Maksim Jenihhin, Salvatore Pappalardo, Paul Jiménez, Bastien Deveautour, Alberto Bosio

Proceedings of the 27th International Symposium on Design & Diagnostics of Electronic Circuits & Systems, 2024

Detection, Identification, and Resilient Control of Cyber-Attacks on Rudder Servo Systems in Marine Vessels.

Mahdi Taheri, Mohammadreza Nematollahi, Khashayar Khorasani

Proceedings of the 10th International Conference on Control, 2024

A Dynamic Coding Scheme for Preventing Controllable Cyber-Attacks in Cyber-Physical Systems.

Mahdi Taheri, Khashayar Khorasani, Nader Meskin

Proceedings of the 63rd IEEE Conference on Decision and Control, 2024

FORTUNE: A Negative Memory Overhead Hardware-Agnostic Fault TOleRance TechniqUe in DNNs.

Samira Nazari, Mahdi Taheri, Ali Azarpeyvand, Mohsen Afsharchi, Tara Ghasempouri, Christian Herglotz, Masoud Daneshtalab, Maksim Jenihhin

Proceedings of the 33rd IEEE Asian Test Symposium, 2024

2023

Noise-Tolerance GPU-based Age Estimation Using ResNet-50.

Mahtab Taheri, Mahdi Taheri, Amirhossein Hadjahmadi

CoRR, 2023

LRDB: LSTM Raw data DNA Base-caller based on long-short term models in an active learning environment.

Ahmad Rezaei, Mahdi Taheri, Ali Mahani, Sebastian Magierowski

CoRR, 2023

Special Session: Approximation and Fault Resiliency of DNN Accelerators.

Mohammad Hasan Ahmadilivani, Mario Barbareschi, Salvatore Barone, Alberto Bosio, Masoud Daneshtalab, Salvatore Della Torca, Gabriele Gavarini, Maksim Jenihhin, Jaan Raik, Annachiara Ruospo, Ernesto Sánchez, Mahdi Taheri

Proceedings of the 41st IEEE VLSI Test Symposium, 2023

DeepAxe: A Framework for Exploration of Approximation and Reliability Trade-offs in DNN Accelerators.

Mahdi Taheri, Mohammad Riazati, Mohammad Hasan Ahmadilivani, Maksim Jenihhin, Masoud Daneshtalab, Jaan Raik, Mikael Sjödin, Björn Lisper

Proceedings of the 24th International Symposium on Quality Electronic Design, 2023

DeepVigor: VulnerabIlity Value RanGes and FactORs for DNNs' Reliability Assessment.

Mohammad Hasan Ahmadilivani, Mahdi Taheri, Jaan Raik, Masoud Daneshtalab, Maksim Jenihhin

Proceedings of the IEEE European Test Symposium, 2023

APPRAISER: DNN Fault Resilience Analysis Employing Approximation Errors.

Mahdi Taheri, Mohammad Hasan Ahmadilivani, Maksim Jenihhin, Masoud Daneshtalab, Jaan Raik

Proceedings of the 26th International Symposium on Design and Diagnostics of Electronic Circuits and Systems, 2023

The Security Requirement to Prevent Zero Dynamics Attacks and Perfectly Undetectable Cyber-Attacks in Cyber-Physical Systems.

Mahdi Taheri, Khashayar Khorasani, Nader Meskin

Proceedings of the 62nd IEEE Conference on Decision and Control, 2023

Enhancing Fault Resilience of QNNs by Selective Neuron Splitting.

Mohammad Hasan Ahmadilivani, Mahdi Taheri, Jaan Raik, Masoud Daneshtalab, Maksim Jenihhin

Proceedings of the 5th IEEE International Conference on Artificial Intelligence Circuits and Systems, 2023

2022

A Novel Fault-Tolerant Logic Style with Self-Checking Capability.

Mahdi Taheri, Saeideh Sheikhpour, Ali Mahani, Maksim Jenihhin

Proceedings of the 28th IEEE International Symposium on On-Line Testing and Robust System Design, 2022

Data-Driven Koopman Operator Based Cyber-Attacks for Nonlinear Control Affine Cyber-Physical Systems.

Mahdi Taheri, Khashayar Khorasani, Nader Meskin, Iman Shames

Proceedings of the 61st IEEE Conference on Decision and Control, 2022

2021

Strengthened 32-bit AES implementation: Architectural error correction configuration with a new voting scheme.

Saeideh Sheikhpour, Mahdi Taheri, Mohammad Saeed Ansari, Ali Mahani

IET Comput. Digit. Tech., 2021

Hardware acceleration of the novel two dimensional Burrows-Wheeler Aligner algorithm with maximal exact matches seed extension kernel.

Mahdi Taheri, Mohammad Saeed Ansari, Sebastian Magierowski, Ali Mahani

IET Circuits Devices Syst., 2021

Towards Privacy Preserving Consensus Control in Multi-Agent Cyber-Physical Systems Subject to Cyber Attacks.

Mahdi Taheri, Khashayar Khorasani, Iman Shames, Nader Meskin

Proceedings of the 2021 European Control Conference, 2021

Data-Driven Covert-Attack Strategies and Countermeasures for Cyber-Physical Systems.

Mahdi Taheri, Khashayar Khorasani, Iman Shames, Nader Meskin

Proceedings of the 2021 60th IEEE Conference on Decision and Control (CDC), 2021

2020

A high-performance MEMRISTOR-based Smith-Waterman DNA sequence alignment Using FPNI structure.

Mahdi Taheri, Hamed Zandevakili, Ali Mahani

CoRR, 2020

Cyber Attack and Machine Induced Fault Detection and Isolation Methodologies for Cyber-Physical Systems.

Mahdi Taheri, Khashayar Khorasani, Iman Shames, Nader Meskin

CoRR, 2020

DMR-based Technique for Fault Tolerant AES S-box Architecture.

Mahdi Taheri, Saeide Sheikhpour, Mohammad Saeed Ansari, Ali Mahani

CoRR, 2020

Undetectable Cyber Attacks on Communication Links in Multi-Agent Cyber-Physical Systems.

Mahdi Taheri, Khashayar Khorasani, Iman Shames, Nader Meskin

Proceedings of the 59th IEEE Conference on Decision and Control, 2020

Mitigation and Resiliency of Multi-Agent Systems Subject to Malicious Cyber Attacks on Communication Links.

Mahdi Taheri, Khashayar Khorasani, Iman Shames, Nader Meskin

Proceedings of the 2020 IEEE Conference on Control Technology and Applications, 2020

2017

An ultrafast all-optical switch based on a nonlinear photonic crystal waveguide using single crystal p-toluene sulfonate.

Mahdi Taheri, Masood Omoomi

Turkish J. Electr. Eng. Comput. Sci., 2017