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Mahdi Taheri
Mahdi Taheri
Postdoc - BTU Cottbus-Senftenberg
Dirección de correo verificada de taltech.ee - Página principal
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A systematic literature review on hardware reliability assessment methods for deep neural networks
MH Ahmadilivani, M Taheri, J Raik, M Daneshtalab, M Jenihhin
ACM Computing Surveys 56 (6), 1-39, 2024
322024
Special session: Approximation and fault resiliency of dnn accelerators
MH Ahmadilivani, M Barbareschi, S Barone, A Bosio, M Daneshtalab, ...
2023 IEEE 41st VLSI Test Symposium (VTS), 1-10, 2023
232023
Deepaxe: A framework for exploration of approximation and reliability trade-offs in dnn accelerators
M Taheri, M Riazati, MH Ahmadilivani, M Jenihhin, M Daneshtalab, J Raik, ...
2023 24th International Symposium on Quality Electronic Design (ISQED), 1-8, 2023
232023
Exploration of activation fault reliability in quantized systolic array-based dnn accelerators
M Taheri, N Cherezova, MS Ansari, M Jenihhin, A Mahani, ...
2024 25th International Symposium on Quality Electronic Design (ISQED), 1-8, 2024
122024
Deepvigor: Vulnerability value ranges and factors for dnns’ reliability assessment
MH Ahmadilivani, M Taheri, J Raik, M Daneshtalab, M Jenihhin
2023 IEEE European Test Symposium (ETS), 1-6, 2023
122023
Appraiser: Dnn fault resilience analysis employing approximation errors
M Taheri, MH Ahmadilivani, M Jenihhin, M Daneshtalab, J Raik
2023 26th International Symposium on Design and Diagnostics of Electronic …, 2023
122023
Adam: Adaptive fault-tolerant approximate multiplier for edge dnn accelerators
M Taheri, N Cherezova, S Nazari, A Rafiq, A Azarpeyvand, ...
arXiv preprint arXiv:2403.02936, 2024
92024
Dnn hardware reliability assessment and enhancement
M Taheri
27th IEEE European Test Symposium (ETS), 2022
92022
Saffira: a framework for assessing the reliability of systolic-array-based dnn accelerators
M Taheri, M Daneshtalab, J Raik, M Jenihhin, S Pappalardo, P Jimenez, ...
2024 27th International Symposium on Design & Diagnostics of Electronic …, 2024
72024
Enhancing fault resilience of qnns by selective neuron splitting
MH Ahmadilivani, M Taheri, J Raik, M Daneshtalab, M Jenihhin
2023 IEEE 5th International Conference on Artificial Intelligence Circuits …, 2023
72023
A high-performance MEMRISTOR-based Smith-Waterman DNA sequence alignment Using FPNI structure
M Taheri, H Zandevakili, A Mahani
Journal of Applied Research in Electrical Engineering 1 (1), 2021
62021
Special session: Reliability assessment recipes for dnn accelerators
MH Ahmadilivani, A Bosio, B Deveautour, FF Dos Santos, ...
2024 IEEE 42nd VLSI Test Symposium (VTS), 1-11, 2024
42024
A novel fault-tolerant logic style with self-checking capability
M Taheri, S Sheikhpour, A Mahani, M Jenihhin
2022 IEEE 28th International Symposium on On-Line Testing and Robust System …, 2022
42022
Development and hardware acceleration of a novel 2-DBWA-MEM DNA sequencing alignment algorithm
M Taheri, A Mahani
42021
AdAM: Adaptive Approximate Multiplier for Fault Tolerance in DNN Accelerators
M Taheri, N Cherezova, S Nazari, A Azarpeyvand, T Ghasempouri, ...
IEEE Transactions on Device and Materials Reliability, 2024
22024
Noise-tolerance gpu-based age estimation using resnet-50
M Taheri, M Taheri, A Hadjahmadi
arXiv preprint arXiv:2305.00848, 2023
22023
A fault-resistant architecture for aes s-box architecture
M Taheri, S Sheikhpour, MS Ansari, A Mahani
Journal of Applied Research in Electrical Engineering 1 (1), 86-92, 2022
22022
Strengthened 32‐bit AES implementation: Architectural error correction configuration with a new voting scheme
S Sheikhpur, M Taheri, MS Ansari, A Mahani
IET Computers & Digital Techniques 15 (3), 1-14, 2021
22021
Hardware acceleration of the novel two dimensional Burrows‐Wheeler Aligner algorithm with maximal exact matches seed extension kernel
M Taheri, MS Ansari, S Magierowski, A Mahani
IET Circuits, Devices & Systems 15 (2), 94-103, 2021
22021
DMR-based Technique for Fault Tolerant AES S-box Architecture
M Taheri, S Sheikhpour, MS Ansari, A Mahani
1 st Conference on Applied Research in Electrical Engineering (AREE), 2021
22021
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Artículos 1–20