Mahdi Taheri

69 papers B 2C 7Misc 2Journal 40Unranked 18
YearRankTypeTitle / Venue / Authors
2026 J jnl
An FPGA-Based SoC Architecture with a RISC-V Controller for Energy-Efficient Temporal-Coding Spiking Neural Networks.
CoRR
Mohammad Javad Sekonji, Ali Mahani, Maryam Mirsadeghi, Mahdi Taheri
2026 J jnl
DART: Input-Difficulty-AwaRe Adaptive Threshold for Early-Exit DNNs.
CoRR
Parth Patne, Mahdi Taheri, Christian Herglotz, Maksim Jenihhin, Milos Krstic, Michael Hübner
2026 J jnl
Data-Driven Probabilistic Fault Detection and Identification via Density Flow Matching.
CoRR
Joshua D. Ibrahim, Mahdi Taheri, Soon-Jo Chung, Fred Y. Hadaegh
2026 J jnl
HAWX: A Hardware-Aware FrameWork for Fast and Scalable ApproXimation of DNNs.
CoRR
Samira Nazari, Mohammad Saeed Almasi, Mahdi Taheri, Ali Azarpeyvand, Ali Mokhtari, Ali Mahani, Christian Herglotz
2026 J jnl
Integrating an open-source soft-GPU overlay with RISC-V control and high-bandwidth memory.
J. Syst. Archit.
Hector Gerardo Muñoz Hernandez, Mahdi Taheri, Muhammad Ali, Keyvan Shahin, Alireza Syavashi, Diana Göhringer, Marc Reichenbach, Christian Herglotz, Michael Hübner
2026 J jnl
Mix-and-Match Pruning: Globally Guided Layer-Wise Sparsification of DNNs.
CoRR
Danial Monachan, Samira Nazari, Mahdi Taheri, Ali Azarpeyvand, Milos Krstic, Michael Hübner, Christian Herglotz
2026 J jnl
On covert cyber-attacks in cyber-physical systems and dynamic coding schemes as their countermeasures.
Autom.
Mahdi Taheri, Khashayar Khorasani, Nader Meskin
2026 J jnl
PhD Thesis Summary: Methods for Reliability Assessment and Enhancement of Deep Neural Network Hardware Accelerators.
CoRR
Mahdi Taheri
2026 J jnl
RESQ: A Unified Framework for REliability- and Security Enhancement of Quantized Deep Neural Networks.
CoRR
Ali Soltan Mohammadi, Samira Nazari, Ali Azarpeyvand, Mahdi Taheri, Milos Krstic, Michael Hübner, Christian Herglotz, Tara Ghasempouri
2026 — conf
RESQ: A Unified Framework for ReLiability- and SEcurity Enhancement of Quantized Deep Neural Networks.
LATS
Ali Soltan Mohammadi, Samira Nazari, Ali Azarpeyvand, Mahdi Taheri, Milos Krstic, Michael Hübner, Christian Herglotz, Tara Ghasempouri
2026 J jnl
SPARQ: Spiking Early-Exit Neural Networks for Energy-Efficient Edge AI.
CoRR
Parth Patne, Mahdi Taheri, Ali Mahani, Maksim Jenihhin, Reza Mahani, Christian Herglotz
2026 J jnl
Sensitivity-Guided Framework for Pruned and Quantized Reservoir Computing Accelerators.
CoRR
Atousa Jafari, Mahdi Taheri, Hassan Ghasemzadeh Mohammadi, Christian Herglotz, Marco Platzner
2025 J jnl
A Counterfactual Reasoning Framework for Fault Diagnosis in Robot Perception Systems.
CoRR
Haeyoon Han, Mahdi Taheri, Soon-Jo Chung, Fred Y. Hadaegh
2025 — conf
A Dynamic Coding Scheme to Prevent Covert Cyber-Attacks in Cyber-Physical Systems.
CDC
Mahdi Taheri, Khashayar Khorasani, Nader Meskin
2025 J jnl
A Dynamic Coding Scheme to Prevent Covert Cyber-Attacks in Cyber-Physical Systems.
CoRR
Mahdi Taheri, Khashayar Khorasani, Nader Meskin
2025 — conf
Adaptive Fault Resilience for Early-Exit DNNs.
ITC-Asia
Rama Mounika Kodamanchili, Natalia Cherezova, Mahdi Taheri, Maksim Jenihhin
2025 J jnl
Closing the Loop Inside Neural Networks: Causality-Guided Layer Adaptation for Fault Recovery Control.
CoRR
Mahdi Taheri, Soon-Jo Chung, Fred Y. Hadaegh
2025 J jnl
Closing the Loop Inside Neural Networks: Causality-Guided Layer Adaptation for Fault Recovery Control.
IEEE Control. Syst. Lett.
Mahdi Taheri, Soon-Jo Chung, Fred Y. Hadaegh
2025 — conf
GENIE: GENetIc Algorithm-Based REliability Assessment Methodology for Deep Neural Networks.
ICCAI
Samira Nazari, Mahdi Taheri, Ali Azarpeyvand, Mohsen Afsharchi, Christian Herglotz, Maksim Jenihhin
2025 C conf
RL-Agent-based Early-Exit DNN Architecture Search Framework.
DDECS
Mahdi Taheri, Parth Patne, Natalia Cherezova, Ali Mahani, Christian Herglotz, Maksim Jenihhin
2025 J jnl
Reliability-Aware Hyperparameter Optimization for ANN-to-SNN Conversion.
WiPiEC Journal
Saeed Sharifian Moghimi Moghaddam, Mahdi Taheri, Vahid Rashtchi, Ali Azarpeyvand, Christian Herglotz, Maksim Jenihhin
2025 — conf
Reliability-Aware Performance Optimization of DNN HW Accelerators Through Heterogeneous Quantization.
LATS
Samira Nazari, Mahdi Taheri, Ali Azarpeyvand, Mohsen Afsharchi, Christian Herglotz, Maksim Jenihhin
2025 J jnl
SAFFIRA A Framework for Assessing the Reliability of Systolic-Array DNN Accelerators.
J. Circuits Syst. Comput.
Salvatore Pappalardo, Nicolò Bellarmino, Bastien Deveautour, Alberto Bosio, Mahdi Taheri, Masoud Daneshtalab, Jaan Raik, Maksim Jenihhin
2025 C conf
SHIELD: PSO-Based Hardware Trojan Detection for Efficient and Low-Cost Defense.
IOLTS
Mostafa Hosseini, Ali Azarpeyvand, Mahdi Taheri, Tara Ghasempouri, Maksim Jenihhin
2024 — conf
A Dynamic Coding Scheme for Preventing Controllable Cyber-Attacks in Cyber-Physical Systems.
CDC
Mahdi Taheri, Khashayar Khorasani, Nader Meskin
2024 J jnl
A Systematic Literature Review on Hardware Reliability Assessment Methods for Deep Neural Networks.
ACM Comput. Surv.
Mohammad Hasan Ahmadilivani, Mahdi Taheri, Jaan Raik, Masoud Daneshtalab, Maksim Jenihhin
2024 B conf
AdAM: Adaptive Fault-Tolerant Approximate Multiplier for Edge DNN Accelerators.
ETS
Mahdi Taheri, Natalia Cherezova, Samira Nazari, Ahsan Rafiq, Ali Azarpeyvand, Tara Ghasempouri, Masoud Daneshtalab, Jaan Raik, Maksim Jenihhin
2024 J jnl
AdAM: Adaptive Fault-Tolerant Approximate Multiplier for Edge DNN Accelerators.
CoRR
Mahdi Taheri, Natalia Cherezova, Samira Nazari, Ahsan Rafiq, Ali Azarpeyvand, Tara Ghasempouri, Masoud Daneshtalab, Jaan Raik, Maksim Jenihhin
2024 J jnl
Cyberattack and Machine-Induced Fault Detection and Isolation Methodologies for Cyber-Physical Systems.
IEEE Trans. Control. Syst. Technol.
Mahdi Taheri, Khashayar Khorasani, Iman Shames, Nader Meskin
2024 C conf
Detection, Identification, and Resilient Control of Cyber-Attacks on Rudder Servo Systems in Marine Vessels.
CoDIT
Mahdi Taheri, Mohammadreza Nematollahi, Khashayar Khorasani
2024 — conf
Dual State and Parameter Estimation for Diagnosis, Prognosis, and Health Monitoring of Electro-Mechanical Actuators.
SysCon
Mahdi Taheri, Khashayar Khorasani
2024 — conf
Exploration of Activation Fault Reliability in Quantized Systolic Array-Based DNN Accelerators.
ISQED
Mahdi Taheri, Natalia Cherezova, Mohammad Saeed Ansari, Maksim Jenihhin, Ali Mahani, Masoud Daneshtalab, Jaan Raik
2024 J jnl
Exploration of Activation Fault Reliability in Quantized Systolic Array-Based DNN Accelerators.
CoRR
Mahdi Taheri, Natalia Cherezova, Mohammad Saeed Ansari, Maksim Jenihhin, Ali Mahani, Masoud Daneshtalab, Jaan Raik
2024 — conf
FORTUNE: A Negative Memory Overhead Hardware-Agnostic Fault TOleRance TechniqUe in DNNs.
ATS
Samira Nazari, Mahdi Taheri, Ali Azarpeyvand, Mohsen Afsharchi, Tara Ghasempouri, Christian Herglotz, Masoud Daneshtalab, Maksim Jenihhin
2024 C conf
Heterogeneous Approximation of DNN HW Accelerators based on Channels Vulnerability.
VLSI-SoC
Natalia Cherezova, Salvatore Pappalardo, Mahdi Taheri, Mohammad Hasan Ahmadilivani, Bastien Deveautour, Alberto Bosio, Jaan Raik, Maksim Jenihhin
2024 — conf
Keynote: Cost-Efficient Reliability for Edge-AI Chips.
LATS
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
2024 J jnl
On Zero Dynamics and Controllable Cyber-Attacks in Cyber-Physical Systems and Dynamic Coding Schemes as Their Countermeasures.
IEEE CAA J. Autom. Sinica
Mahdi Taheri, Khashayar Khorasani, Nader Meskin
2024 C conf
SAFFIRA: a Framework for Assessing the Reliability of Systolic-Array-Based DNN Accelerators.
DDECS
Mahdi Taheri, Masoud Daneshtalab, Jaan Raik, Maksim Jenihhin, Salvatore Pappalardo, Paul Jiménez, Bastien Deveautour, Alberto Bosio
2024 J jnl
SAFFIRA: a Framework for Assessing the Reliability of Systolic-Array-Based DNN Accelerators.
CoRR
Mahdi Taheri, Masoud Daneshtalab, Jaan Raik, Maksim Jenihhin, Salvatore Pappalardo, Paul Jiménez, Bastien Deveautour, Alberto Bosio
2024 Misc conf
Special Session: Reliability Assessment Recipes for DNN Accelerators.
VTS
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
2023 J jnl
A Novel Fault-Tolerant Logic Style with Self-Checking Capability.
CoRR
Mahdi Taheri, Saeideh Sheikhpour, Ali Mahani, Maksim Jenihhin
2023 J jnl
A Systematic Literature Review on Hardware Reliability Assessment Methods for Deep Neural Networks.
CoRR
Mohammad Hasan Ahmadilivani, Mahdi Taheri, Jaan Raik, Masoud Daneshtalab, Maksim Jenihhin
2023 C conf
APPRAISER: DNN Fault Resilience Analysis Employing Approximation Errors.
DDECS
Mahdi Taheri, Mohammad Hasan Ahmadilivani, Maksim Jenihhin, Masoud Daneshtalab, Jaan Raik
2023 J jnl
APPRAISER: DNN Fault Resilience Analysis Employing Approximation Errors.
CoRR
Mahdi Taheri, Mohammad Hasan Ahmadilivani, Maksim Jenihhin, Masoud Daneshtalab, Jaan Raik
2023 — conf
DeepAxe: A Framework for Exploration of Approximation and Reliability Trade-offs in DNN Accelerators.
ISQED
Mahdi Taheri, Mohammad Riazati, Mohammad Hasan Ahmadilivani, Maksim Jenihhin, Masoud Daneshtalab, Jaan Raik, Mikael Sjödin, Björn Lisper
2023 J jnl
DeepAxe: A Framework for Exploration of Approximation and Reliability Trade-offs in DNN Accelerators.
CoRR
Mahdi Taheri, Mohammad Riazati, Mohammad Hasan Ahmadilivani, Maksim Jenihhin, Masoud Daneshtalab, Jaan Raik, Mikael Sjödin, Björn Lisper
2023 B conf
DeepVigor: VulnerabIlity Value RanGes and FactORs for DNNs' Reliability Assessment.
ETS
Mohammad Hasan Ahmadilivani, Mahdi Taheri, Jaan Raik, Masoud Daneshtalab, Maksim Jenihhin
2023 J jnl
DeepVigor: Vulnerability Value Ranges and Factors for DNNs' Reliability Assessment.
CoRR
Mohammad Hasan Ahmadilivani, Mahdi Taheri, Jaan Raik, Masoud Daneshtalab, Maksim Jenihhin
2023 — conf
Enhancing Fault Resilience of QNNs by Selective Neuron Splitting.
AICAS
Mohammad Hasan Ahmadilivani, Mahdi Taheri, Jaan Raik, Masoud Daneshtalab, Maksim Jenihhin
2023 J jnl
Enhancing Fault Resilience of QNNs by Selective Neuron Splitting.
CoRR
Mohammad Hasan Ahmadilivani, Mahdi Taheri, Jaan Raik, Masoud Daneshtalab, Maksim Jenihhin
2023 J jnl
LRDB: LSTM Raw data DNA Base-caller based on long-short term models in an active learning environment.
CoRR
Ahmad Rezaei, Mahdi Taheri, Ali Mahani, Sebastian Magierowski
2023 J jnl
Noise-Tolerance GPU-based Age Estimation Using ResNet-50.
CoRR
Mahtab Taheri, Mahdi Taheri, Amirhossein Hadjahmadi
2023 Misc conf
Special Session: Approximation and Fault Resiliency of DNN Accelerators.
VTS
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
2023 J jnl
Special Session: Approximation and Fault Resiliency of DNN Accelerators.
CoRR
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
2023 — conf
The Security Requirement to Prevent Zero Dynamics Attacks and Perfectly Undetectable Cyber-Attacks in Cyber-Physical Systems.
CDC
Mahdi Taheri, Khashayar Khorasani, Nader Meskin
2022 C conf
A Novel Fault-Tolerant Logic Style with Self-Checking Capability.
IOLTS
Mahdi Taheri, Saeideh Sheikhpour, Ali Mahani, Maksim Jenihhin
2022 — conf
Data-Driven Koopman Operator Based Cyber-Attacks for Nonlinear Control Affine Cyber-Physical Systems.
CDC
Mahdi Taheri, Khashayar Khorasani, Nader Meskin, Iman Shames
2021 — conf
Data-Driven Covert-Attack Strategies and Countermeasures for Cyber-Physical Systems.
CDC
Mahdi Taheri, Khashayar Khorasani, Iman Shames, Nader Meskin
2021 J jnl
Hardware acceleration of the novel two dimensional Burrows-Wheeler Aligner algorithm with maximal exact matches seed extension kernel.
IET Circuits Devices Syst.
Mahdi Taheri, Mohammad Saeed Ansari, Sebastian Magierowski, Ali Mahani
2021 J jnl
Strengthened 32-bit AES implementation: Architectural error correction configuration with a new voting scheme.
IET Comput. Digit. Tech.
Saeideh Sheikhpour, Mahdi Taheri, Mohammad Saeed Ansari, Ali Mahani
2021 — conf
Towards Privacy Preserving Consensus Control in Multi-Agent Cyber-Physical Systems Subject to Cyber Attacks.
ECC
Mahdi Taheri, Khashayar Khorasani, Iman Shames, Nader Meskin
2020 J jnl
A high-performance MEMRISTOR-based Smith-Waterman DNA sequence alignment Using FPNI structure.
CoRR
Mahdi Taheri, Hamed Zandevakili, Ali Mahani
2020 J jnl
Cyber Attack and Machine Induced Fault Detection and Isolation Methodologies for Cyber-Physical Systems.
CoRR
Mahdi Taheri, Khashayar Khorasani, Iman Shames, Nader Meskin
2020 J jnl
DMR-based Technique for Fault Tolerant AES S-box Architecture.
CoRR
Mahdi Taheri, Saeide Sheikhpour, Mohammad Saeed Ansari, Ali Mahani
2020 — conf
Mitigation and Resiliency of Multi-Agent Systems Subject to Malicious Cyber Attacks on Communication Links.
CCTA
Mahdi Taheri, Khashayar Khorasani, Iman Shames, Nader Meskin
2020 J jnl
Mitigation and Resiliency of Multi-Agent Systems Subject to Malicious Cyber Attacks on Communication Links.
CoRR
Mahdi Taheri, Khashayar Khorasani, Iman Shames, Nader Meskin
2020 — conf
Undetectable Cyber Attacks on Communication Links in Multi-Agent Cyber-Physical Systems.
CDC
Mahdi Taheri, Khashayar Khorasani, Iman Shames, Nader Meskin
2020 J jnl
Undetectable Cyber Attacks on Communication Links in Multi-Agent Cyber-Physical Systems.
CoRR
Mahdi Taheri, Khashayar Khorasani, Iman Shames, Nader Meskin
2017 J jnl
An ultrafast all-optical switch based on a nonlinear photonic crystal waveguide using single crystal p-toluene sulfonate.
Turkish J. Electr. Eng. Comput. Sci.
Mahdi Taheri, Masood Omoomi