Publications

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Number of publications matching the search criterion: 7

Journal article (5)

Frequency Domain Complex-Valued Convolutional Neural Network (Jul 2025)
Mainak Chakraborty, Masood Aryapoor , Masoud Daneshtalab
Expert Systems with Applications: X (ESWA: X)

SRCPAR - Spike Response based Congestion Prediction for Adaptive Routing for 2D NoCs (Jun 2025)
RAJENDRA SINGH , MANOJ BOHRA , Ashish Sharma , SOURABH SINGH VERMA , SOURABH SINGH VERMA , AMIT KUMAR BAIRWA , Masoud Daneshtalab
Journal of IEEE Access (IEEE-Access)

AdAM: Adaptive Approximate Multiplier for Fault Tolerance in DNN Accelerators (Feb 2025)
Mahdi Taheri , Natalia Cherezova , Samira Nazari , Ali Azarpeyvand , Tara Ghasempouri , Masoud Daneshtalab, Jaan Raik , Maksim Jenihhin
IEEE Transactions on Device and Materials Reliability (TDMR)

Enhancing Global Model Performance in Federated Learning with Non-IID Data using a Data-Free Generative Diffusion Model (Oct 2024)
MohammadReza Najafi , Masoud Daneshtalab, Jeong-A Lee , Seokjoo Shin
Journal of IEEE Access (IEEE-Access)

A Systematic Literature Review on Hardware Reliability Assessment Methods for Deep Neural Networks (Jan 2024)
Mohammad Ahmadilivani , Mahdi Taheri , Jaan Raik , Masoud Daneshtalab, Maksim Jenihhin
ACM Computing Surveys (CSUR)

Conference/Workshop Paper (2)

DeepFedNAS: Pareto Optimal Supernet Training for Improved and Predictor-Free Federated Neural Architecture Search
Bostan Khan, Masoud Daneshtalab
34th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning (ESANN 2026)

Exploration of Activation Fault Reliability in Quantized Systolic Array-Based DNN Accelerators
Mahdi Taheri , Natalia Cherezova , Ali Mahani , Maksim Jenihhin , Masoud Daneshtalab, Jaan Raik
International Symposium on Quality Electronic Design (ISQED'24)

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