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Publication search results
found 89 matches
- 2024
- Mahdi Saeedi, Hamed Taheri Gorji, Fartash Vasefi, Kouhyar Tavakolian:
Federated Versus Central Machine Learning on Diabetic Foot Ulcer Images: Comparative Simulations. IEEE Access 12: 58960-58971 (2024) - Mohammad Hasan Ahmadilivani, Mahdi Taheri, Jaan Raik, Masoud Daneshtalab, Maksim Jenihhin:
A Systematic Literature Review on Hardware Reliability Assessment Methods for Deep Neural Networks. ACM Comput. Surv. 56(6): 141:1-141:39 (2024) - Ebadollah Taheri, Mohammad Amin Mahdian, Sudeep Pasricha, Mahdi Nikdast:
SwInt: A Non-Blocking Switch-Based Silicon Photonic Interposer Network for 2.5D Machine Learning Accelerators. IEEE J. Emerg. Sel. Topics Circuits Syst. 14(3): 520-533 (2024) - Mahdi Taheri, Khashayar Khorasani, Nader Meskin:
On Zero Dynamics and Controllable Cyber-Attacks in Cyber-Physical Systems and Dynamic Coding Schemes as Their Countermeasures. IEEE CAA J. Autom. Sinica 11(11): 2191-2203 (2024) - Mahdi Zarei Yazd, Iman Taheri Sarteshnizi, Amir Samimi, Majid Sarvi:
A robust machine learning structure for driving events recognition using smartphone motion sensors. J. Intell. Transp. Syst. 28(1): 54-68 (2024) - Mahdi Taheri, Khashayar Khorasani, Iman Shames, Nader Meskin:
Cyberattack and Machine-Induced Fault Detection and Isolation Methodologies for Cyber-Physical Systems. IEEE Trans. Control. Syst. Technol. 32(2): 502-517 (2024) - Mahdi Taheri, Masoud Daneshtalab, Jaan Raik, Maksim Jenihhin, Salvatore Pappalardo, Paul Jiménez, Bastien Deveautour, Alberto Bosio:
SAFFIRA: a Framework for Assessing the Reliability of Systolic-Array-Based DNN Accelerators. DDECS 2024: 19-24 - Mahdi Taheri, Natalia Cherezova, Samira Nazari, Ahsan Rafiq, Ali Azarpeyvand, Tara Ghasempouri, Masoud Daneshtalab, Jaan Raik, Maksim Jenihhin:
AdAM: Adaptive Fault-Tolerant Approximate Multiplier for Edge DNN Accelerators. ETS 2024: 1-4 - Ebadollah Taheri, Pooya Aghanoury, Sudeep Pasricha, Mahdi Nikdast, Nader Sehatbakhsh:
SCRIPT: A Multi-Objective Routing Framework for Securing Chiplet Systems against Distributed DoS Attacks. ACM Great Lakes Symposium on VLSI 2024: 78-85 - Mahdi Taheri, Natalia Cherezova, Mohammad Saeed Ansari, Maksim Jenihhin, Ali Mahani, Masoud Daneshtalab, Jaan Raik:
Exploration of Activation Fault Reliability in Quantized Systolic Array-Based DNN Accelerators. ISQED 2024: 1-8 - 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:
Keynote: Cost-Efficient Reliability for Edge-AI Chips. LATS 2024: 1-2 - Mohammad Amin Mahdian, Ebadollah Taheri, Kaveh Hassan Rahbardar Mojaver, Mahdi Nikdast:
Photonic Physically Unclonable Functions using Ring-Assisted Contra-Directional Couplers. OFC 2024: 1-3 - Mahdi Taheri, Khashayar Khorasani:
Dual State and Parameter Estimation for Diagnosis, Prognosis, and Health Monitoring of Electro-Mechanical Actuators. SysCon 2024: 1-6 - 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:
Special Session: Reliability Assessment Recipes for DNN Accelerators. VTS 2024: 1-11 - Febin Sunny, Ebadollah Taheri, Mahdi Nikdast, Sudeep Pasricha:
Silicon Photonic 2.5D Interposer Networks for Overcoming Communication Bottlenecks in Scale-out Machine Learning Hardware Accelerators. VTS 2024: 1-4 - Mahdi Taheri, Natalia Cherezova, Mohammad Saeed Ansari, Maksim Jenihhin, Ali Mahani, Masoud Daneshtalab, Jaan Raik:
Exploration of Activation Fault Reliability in Quantized Systolic Array-Based DNN Accelerators. CoRR abs/2401.09509 (2024) - Mahdi Taheri, Natalia Cherezova, Samira Nazari, Ahsan Rafiq, Ali Azarpeyvand, Tara Ghasempouri, Masoud Daneshtalab, Jaan Raik, Maksim Jenihhin:
AdAM: Adaptive Fault-Tolerant Approximate Multiplier for Edge DNN Accelerators. CoRR abs/2403.02936 (2024) - Mahdi Taheri, Masoud Daneshtalab, Jaan Raik, Maksim Jenihhin, Salvatore Pappalardo, Paul Jiménez, Bastien Deveautour, Alberto Bosio:
SAFFIRA: a Framework for Assessing the Reliability of Systolic-Array-Based DNN Accelerators. CoRR abs/2403.02946 (2024) - Febin Sunny, Ebadollah Taheri, Mahdi Nikdast, Sudeep Pasricha:
Silicon Photonic 2.5D Interposer Networks for Overcoming Communication Bottlenecks in Scale-out Machine Learning Hardware Accelerators. CoRR abs/2403.04189 (2024) - Mohammadreza Ghaffarzadeh-Esfahani, Mahdi Ghaffarzadeh-Esfahani, Arian Salahi-Niri, Hossein Toreyhi, Zahra Atf, Amirali Mohsenzadeh-Kermani, Mahshad Sarikhani, Zohreh Tajabadi, Fatemeh Shojaeian, Mohammad Hassan Bagheri, Aydin Feyzi, Mohammadamin Tarighatpayma, Narges Gazmeh, Fateme Heydari, Hossein Afshar, Amirreza Allahgholipour, Farid Alimardani, Ameneh Salehi, Naghmeh Asadimanesh, Mohammad Amin Khalafi, Hadis Shabanipour, Ali Moradi, Sajjad Hossein Zadeh, Omid Yazdani, Romina Esbati, Moozhan Maleki, Danial Samiei Nasr, Amirali Soheili, Hossein Majlesi, Saba Shahsavan, Alireza Soheilipour, Nooshin Goudarzi, Erfan Taherifard, Hamidreza Hatamabadi, Jamil S. Samaan, Thomas Savage, Ankit Sakhuja, Ali Soroush, Girish N. Nadkarni, Ilad Alavi Darazam, Mohamad Amin Pourhoseingholi, Seyed Amir Ahmad Safavi-Naini:
Large Language Models versus Classical Machine Learning: Performance in COVID-19 Mortality Prediction Using High-Dimensional Tabular Data. CoRR abs/2409.02136 (2024) - 2023
- Reyhaneh Taheri, Mahdiyeh Eslami, Yaser Damchi:
A current-based algorithm for one-end fault location in series capacitor compensated double-circuit transmission lines. Comput. Electr. Eng. 106: 108618 (2023) - Alireza Esfandbod, Zeynab Rokhi, Ali Meghdari, Alireza Taheri, Zahra Soleymani, Minoo Alemi, Mahdie Karimi:
Fast mapping in word-learning: A case study on the humanoid social robots' impacts on Children's performance. Int. J. Child Comput. Interact. 38: 100614 (2023) - Alireza Esfandbod, Zeynab Rokhi, Ali F. Meghdari, Alireza Taheri, Minoo Alemi, Mahdieh Karimi:
Utilizing an Emotional Robot Capable of Lip-Syncing in Robot-Assisted Speech Therapy Sessions for Children with Language Disorders. Int. J. Soc. Robotics 15(2): 165-183 (2023) - Alireza Esfandbod, Zeynab Rokhi, Ali F. Meghdari, Alireza Taheri, Minoo Alemi, Mahdieh Karimi:
Correction to: Utilizing an Emotional Robot Capable of Lip-Syncing in Robot-Assisted Speech Therapy Sessions for Children with Language Disorders. Int. J. Soc. Robotics 15(2): 185-186 (2023) - Mahdi Ashrafzadeh, Hassan Mehtari Taheri, Mahmoud Gharehgozlou, Sarfaraz Hashemkhani Zolfani:
Clustering-based return prediction model for stock pre-selection in portfolio optimization using PSO-CNN+MVF. J. King Saud Univ. Comput. Inf. Sci. 35(9): 101737 (2023) - Mahdi Jafari Siavoshani, Amirhossein Khajehpour, Amirmohammad Ziaei, Amir Ali Gatmiri, Ali Taheri:
Machine learning interpretability meets TLS fingerprinting. Soft Comput. 27(11): 7191-7208 (2023) - Ebadollah Taheri, Ryan Gary Kim, Mahdi Nikdast:
AdEle+: An Adaptive Congestion-and-Energy-Aware Elevator Selection for Partially Connected 3D Networks-on-Chip. IEEE Trans. Computers 72(8): 2278-2292 (2023) - Mohammad Hasan Ahmadilivani, Mahdi Taheri, Jaan Raik, Masoud Daneshtalab, Maksim Jenihhin:
Enhancing Fault Resilience of QNNs by Selective Neuron Splitting. AICAS 2023: 1-5 - Mahdi Taheri, Khashayar Khorasani, Nader Meskin:
The Security Requirement to Prevent Zero Dynamics Attacks and Perfectly Undetectable Cyber-Attacks in Cyber-Physical Systems. CDC 2023: 7067-7072 - Febin Sunny, Ebadollah Taheri, Mahdi Nikdast, Sudeep Pasricha:
Machine Learning Accelerators in 2.5D Chiplet Platforms with Silicon Photonics. DATE 2023: 1-6
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