| 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, 2023 | 32 | 2023 |
| 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 | 23 | 2023 |
| 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 | 23 | 2023 |
| Design Space Exploration for Ultra-Low Energy and Secure IoT MCUs E Aerabi, M Bohlouli, MH Ahmadi Livany, M Fazeli, A Papadimitriou, ... ACM Transactions on Embedded Computing Systems (TECS) 19 (3), 1-34, 2020 | 20 | 2020 |
| 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 | 12 | 2023 |
| 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), 2023 | 12 | 2023 |
| 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 | 7 | 2023 |
| 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 | 4 | 2024 |
| Real-Time Gait Anomaly Detection Using 1D-CNN and LSTM J Rostovski, MH Ahmadilivani, A Krivošei, A Kuusik, MM Alam Nordic Conference on Digital Health and Wireless Solutions, 260-278, 2024 | 3 | 2024 |
| Analysis and Improvement of Resilience for Long Short-Term Memory Neural Networks MH Ahmadilivani, J Raik, M Daneshtalab, A Kuusik 2023 IEEE International Symposium on Defect and Fault Tolerance in VLSI and …, 2023 | 2 | 2023 |
| An efficient analog convolutional neural network hardware accelerator enabled by a novel memoryless architecture for insect-sized robots I Dadras, MH Ahmadilivani, S Banerji, J Raik, A Abloo 2022 11th International Conference on Modern Circuits and Systems …, 2022 | 2 | 2022 |
| ProAct: Progressive Training for Hybrid Clipped Activation Function to Enhance Resilience of DNNs S Mousavi, MH Ahmadilivani, J Raik, M Jenihhin, M Daneshtalab arXiv preprint arXiv:2406.06313, 2024 | 1 | 2024 |
| Cost-Effective Fault Tolerance for CNNs Using Parameter Vulnerability Based Hardening and Pruning MH Ahmadilivani, S Mousavi, J Raik, M Daneshtalab, M Jenihhin arXiv preprint arXiv:2405.10658, 2024 | 1 | 2024 |
| DeepVigor+: Scalable and Accurate Semi-Analytical Fault Resilience Analysis for Deep Neural Network MH Ahmadilivani, J Raik, M Daneshtalab, M Jenihhin arXiv preprint arXiv:2410.15742, 2024 | | 2024 |
| Zero-Memory-Overhead Clipping-Based Fault Tolerance for LSTM Deep Neural Networks B Parchekani, S Nazari, MH Ahmadilivani, A Azarpeyvand, J Raik, ... 2024 IEEE International Symposium on Defect and Fault Tolerance in VLSI and …, 2024 | | 2024 |
| Heterogeneous Approximation of DNN HW Accelerators based on Channels Vulnerability N Cherezova, S Pappalardo, M Taheri, MH Ahmadilivani, B Deveautour, ... 2024 IFIP/IEEE 32nd International Conference on Very Large Scale Integration …, 2024 | | 2024 |
| Machine Vision for Automated Collaborative Robot Programming in Manufacturing Industrial Factories MH Ahmadilivani, AE Karatopuk, M Roots, J Raik 12th Annual Entrepreneurship and Innovation Conference (EIC), 2024 | | 2024 |
| Keynote: Cost-Efficient Reliability for Edge-AI Chips M Jenihhin, M Taheri, N Cherezova, MH Ahmadilivani, H Selg, A Jutman, ... 2024 IEEE 25th Latin American Test Symposium (LATS), 1-2, 2024 | | 2024 |
| ECS an endeavor towards providing similar cache reliability behavior in different programs MH Ahmadilivani, MM Jahromi, ME Salehi, M Kargar Microelectronics Reliability 152, 115295, 2024 | | 2024 |
| Fully-Fusible Convolutional Neural Networks for End-to-End Fused Architecture with FPGA Implementation I Dadras, S Seydi, MH Ahmadilivani, J Raik, ME Salehi 2023 30th IEEE International Conference on Electronics, Circuits and Systems …, 2023 | | 2023 |
Jaan RaikTallinn University of TechnologyDirección de correo verificada de taltech.ee