Mohammadreza Mohammadi

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 26

Top Topics

Expression Recognition

Top Venues

IEEE Trans. Netw. Serv. Manag.

ACM Great Lakes Symposium on VLSI

Publications

Md Hasibul Amin, Mohammadreza Mohammadi, Ramtin Zand
Multi-Objective Neural Architecture Search for In-Memory Computing. CoRR (2024)
Aigin Karimzadeh, Amir Zakery, Mohammadreza Mohammadi, Ali Yavari
An explainable machine learning-based approach for analyzing customers' online data to identify the importance of product attributes. CoRR (2024)
Ehsan Nowroozi, Mohammadreza Mohammadi, Pargol Golmohammadi, Yassine Mekdad, Mauro Conti, A. Selcuk Uluagac
Resisting Deep Learning Models Against Adversarial Attack Transferability via Feature Randomization. IEEE Trans. Serv. Comput. 17 (1) (2024)
Heath Smith, James Seekings, Mohammadreza Mohammadi, Ramtin Zand
Realtime Facial Expression Recognition: Neuromorphic Hardware vs. Edge AI Accelerators. CoRR (2024)
James Seekings, Peyton Chandarana, Mahsa Ardakani, Mohammadreza Mohammadi, Ramtin Zand
Towards Efficient Deployment of Hybrid SNNs on Neuromorphic and Edge AI Hardware. CoRR (2024)
Mohammadreza Mohammadi, Heath Smith, Lareb Khan, Ramtin Zand
Facial Expression Recognition at the Edge: CPU vs GPU vs VPU vs TPU. ACM Great Lakes Symposium on VLSI (2023)
Ehsan Nowroozi, Mohammadreza Mohammadi, Erkay Savas, Yassine Mekdad, Mauro Conti
Employing Deep Ensemble Learning for Improving the Security of Computer Networks Against Adversarial Attacks. IEEE Trans. Netw. Serv. Manag. 20 (2) (2023)
Brendan Reidy, Mohammadreza Mohammadi, Mohammed E. Elbtity, Heath Smith, Ramtin Zand
Work in Progress: Real-time Transformer Inference on Edge AI Accelerators. RTAS (2023)
Mohammadreza Mohammadi, Rakesh Shrestha, Sima Sinaei, Alberto Salcines, David Pampliega, Raul Clemente, Ana Lourdes Sanz
Anomaly Detection Using LSTM-Autoencoder in Smart Grid: A Federated Learning Approach. ICCBDC (2023)
Mohammadreza Mohammadi, Roberto Allocca, David Eklund, Rakesh Shrestha, Sima Sinaei
Privacy-preserving Federated Learning System for Fatigue Detection. CSR (2023)
Mohammadreza Mohammadi, Araliya Mosleh, Cecília Vale, Diogo Ribeiro, Pedro Montenegro, Andreia Meixedo
An Unsupervised Learning Approach for Wayside Train Wheel Flat Detection. Sensors 23 (4) (2023)
Heath Smith, James Seekings, Mohammadreza Mohammadi, Ramtin Zand
Realtime Facial Expression Recognition: Neuromorphic Hardware vs. Edge AI Accelerators. ICMLA (2023)
Kateryna Mishchenko, Samaneh Mohammadi, Mohammadreza Mohammadi, Sima Sinaei
Hyperparameters Optimization for Federated Learning System: Speech Emotion Recognition Case Study. FMEC (2023)
Ehsan Nowroozi, Abhishek, Mohammadreza Mohammadi, Mauro Conti
An Adversarial Attack Analysis on Malicious Advertisement URL Detection Framework. IEEE Trans. Netw. Serv. Manag. 20 (2) (2023)
Ali Ekhlasi, Ali Motie Nasrabadi, Mohammadreza Mohammadi
Improving transfer entropy and partial transfer entropy for relative detection of effective connectivity strength between time series. Commun. Nonlinear Sci. Numer. Simul. 126 (2023)
Samaneh Mohammadi, Mohammadreza Mohammadi, Sima Sinaei, Ali Balador, Ehsan Nowroozi, Francesco Flammini, Mauro Conti
Balancing Privacy and Accuracy in Federated Learning for Speech Emotion Recognition. FedCSIS (2023)
Mohammadreza Mohammadi, Sheng-En Huang, Titon Barua, Ioannis M. Rekleitis, Md Jahidul Islam, Ramtin Zand
Caveline Detection at the Edge for Autonomous Underwater Cave Exploration and Mapping. ICMLA (2023)
Mohammadreza Mohammadi, Heath Smith, Lareb Khan, Ramtin Zand
Facial Expression Recognition at the Edge: CPU vs GPU vs VPU vs TPU. CoRR (2023)
Peyton Chandarana, Mohammadreza Mohammadi, James Seekings, Ramtin Zand
Energy-Efficient Deployment of Machine Learning Workloads on Neuromorphic Hardware. IGSC (2022)
Ehsan Nowroozi, Mohammadreza Mohammadi, Pargol Golmohammadi, Yassine Mekdad, Mauro Conti, A. Selcuk Uluagac
Resisting Deep Learning Models Against Adversarial Attack Transferability via Feature Randomization. CoRR (2022)
Ehsan Nowroozi, Mohammadreza Mohammadi, Erkay Savas, Mauro Conti, Yassine Mekdad
SPRITZ-1.5C: Employing Deep Ensemble Learning for Improving the Security of Computer Networks against Adversarial Attacks. CoRR (2022)
Md Hasibul Amin, Mohammed Elbtity, Mohammadreza Mohammadi, Ramtin Zand
MRAM-based Analog Sigmoid Function for In-memory Computing. ACM Great Lakes Symposium on VLSI (2022)
Ehsan Nowroozi, Abhishek, Mohammadreza Mohammadi, Mauro Conti
An Adversarial Attack Analysis on Malicious Advertisement URL Detection Framework. CoRR (2022)
Mohammadreza Mohammadi, Peyton Chandarana, James Seekings, Sara Hendrix, Ramtin Zand
Static hand gesture recognition for American sign language using neuromorphic hardware. Neuromorph. Comput. Eng. 2 (4) (2022)
Peyton Chandarana, Mohammadreza Mohammadi, James Seekings, Ramtin Zand
Energy-Efficient Deployment of Machine Learning Workloads on Neuromorphic Hardware. CoRR (2022)
Md Hasibul Amin, Mohammed Elbtity, Mohammadreza Mohammadi, Ramtin Zand
MRAM-based Analog Sigmoid Function for In-memory Computing. CoRR (2022)