Elahe Rahimian

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 30

Top Topics

Attention Mechanism

Human Machine Interfaces

Gesture Recognition

Top Venues

Biomed. Signal Process. Control.

Publications

Zohreh Hajiakhondi-Meybodi, Arash Mohammadi, Ming Hou, Elahe Rahimian, Shahin Heidarian, Jamshid Abouei, Konstantinos N. Plataniotis
Multi-content time-series popularity prediction with Multiple-model Transformers in MEC networks. Ad Hoc Networks 157 (2024)
Soheil Zabihi, Elahe Rahimian, Amir Asif, Arash Mohammadi
Light-Weight CNN-Attention Based Architecture for Hand Gesture Recognition Via Electromyography. ICASSP (2023)
Mansooreh Montazerin, Elahe Rahimian, Farnoosh Naderkhani, Seyed Farokh Atashzar, Hamid Alinejad-Rokny, Arash Mohammadi
HYDRA-HGR: A Hybrid Transformer-Based Architecture for Fusion of Macroscopic and Microscopic Neural Drive Information. ICASSP (2023)
Elahe Rahimian, Golara Javadi, Frederick Tung, Gabriel Leivas Oliveira
DynaShare: Task and Instance Conditioned Parameter Sharing for Multi-Task Learning. CVPR Workshops (2023)
Elahe Rahimian, Golara Javadi, Frederick Tung, Gabriel L. Oliveira
DynaShare: Task and Instance Conditioned Parameter Sharing for Multi-Task Learning. CoRR (2023)
Soheil Zabihi, Elahe Rahimian, Amir Asif, Svetlana N. Yanushkevich, Arash Mohammadi
Light-Weight CNN-Attention Based Architecture Trained with a Hybrid Objective Function for EMG-Based Human Machine Interfaces. Trans. Comput. Sci. 40 (2023)
Mansooreh Montazerin, Elahe Rahimian, Farnoosh Naderkhani, Seyed Farokh Atashzar, Svetlana N. Yanushkevich, Arash Mohammadi
Transformer-based Hand Gesture Recognition via High-Density EMG Signals: From Instantaneous Recognition to Fusion of Motor Unit Spike Trains. CoRR (2022)
Mansooreh Montazerin, Soheil Zabihi, Elahe Rahimian, Arash Mohammadi, Farnoosh Naderkhani
ViT-HGR: Vision Transformer-based Hand Gesture Recognition from High Density Surface EMG Signals. EMBC (2022)
Soheil Zabihi, Elahe Rahimian, Amir Asif, Arash Mohammadi
TraHGR: Transformer for Hand Gesture Recognition via ElectroMyography. CoRR (2022)
Mansooreh Montazerin, Elahe Rahimian, Farnoosh Naderkhani, Seyed Farokh Atashzar, Hamid Alinejad-Rokny, Arash Mohammadi
HYDRA-HGR: A Hybrid Transformer-based Architecture for Fusion of Macroscopic and Microscopic Neural Drive Information. CoRR (2022)
Soheil Zabihi, Elahe Rahimian, Amir Asif, Arash Mohammadi
Light-weighted CNN-Attention based architecture for Hand Gesture Recognition via ElectroMyography. CoRR (2022)
Zohreh Hajiakhondi-Meybodi, Arash Mohammadi, Ming Hou, Elahe Rahimian, Shahin Heidarian, Jamshid Abouei, Konstantinos N. Plataniotis
Multi-Content Time-Series Popularity Prediction with Multiple-Model Transformers in MEC Networks. CoRR (2022)
Mansooreh Montazerin, Soheil Zabihi, Elahe Rahimian, Arash Mohammadi, Farnoosh Naderkhani
ViT-HGR: Vision Transformer-based Hand Gesture Recognition from High Density Surface EMG Signals. CoRR (2022)
Elahe Rahimian, Soheil Zabihi, Amir Asif, Dario Farina, Seyed Farokh Atashzar, Arash Mohammadi
Hand Gesture Recognition Using Temporal Convolutions and Attention Mechanism. ICASSP (2022)
Soheil Zabihi, Elahe Rahimian, Fatemeh Marefat, Amir Asif, Pedram Mohseni, Arash Mohammadi
BP-Net: Cuff-less and non-invasive blood pressure estimation via a generic deep convolutional architecture. Biomed. Signal Process. Control. 78 (2022)
Zohreh Hajiakhondi-Meybodi, Arash Mohammadi, Elahe Rahimian, Shahin Heidarian, Jamshid Abouei, Konstantinos N. Plataniotis
TEDGE-Caching: Transformer-based Edge Caching Towards 6G Networks. ICC (2022)
Zohreh Hajiakhondi-Meybodi, Arash Mohammadi, Elahe Rahimian, Shahin Heidarian, Jamshid Abouei, Konstantinos N. Plataniotis
TEDGE-Caching: Transformer-based Edge Caching Towards 6G Networks. CoRR (2021)
Soheil Zabihi, Elahe Rahimian, Amir Asif, Arash Mohammadi
SepUnet: Depthwise Separable Convolution Integrated U-Net For MRI Reconstruction. ICIP (2021)
Soheil Zabihi, Elahe Rahimian, Fatemeh Marefat, Amir Asif, Pedram Mohseni, Arash Mohammadi
BP-Net: Cuff-less, Calibration-free, and Non-invasive Blood Pressure Estimation via a Generic Deep Convolutional Architecture. CoRR (2021)
Elahe Rahimian, Soheil Zabihi, Amir Asif, Dario Farina, Seyed Farokh Atashzar, Arash Mohammadi
Hand Gesture Recognition Using Temporal Convolutions and Attention Mechanism. CoRR (2021)
Elahe Rahimian, Soheil Zabihi, Amir Asif, Dario Farina, Seyed Farokh Atashzar, Arash Mohammadi
TEMGNet: Deep Transformer-based Decoding of Upperlimb sEMG for Hand Gestures Recognition. CoRR (2021)
Soheil Zabihi, Elahe Rahimian, Soumya Sharma, Sean K. Sethi, Sara Gharabaghi, Amir Asif, E. Mark Haacke, Mandar S. Jog, Arash Mohammadi
Q-Net: A Quantitative Susceptibility Mapping-based Deep Neural Network for Differential Diagnosis of Brain Iron Deposition in Hemochromatosis. CoRR (2021)
Elahe Rahimian, Soheil Zabihi, Amir Asif, Seyed Farokh Atashzar, Arash Mohammadi
Few-Shot Learning for Decoding Surface Electromyography for Hand Gesture Recognition. ICASSP (2021)
Elahe Rahimian, Soheil Zabihi, Seyed Farokh Atashzar, Amir Asif, Arash Mohammadi
XceptionTime: Independent Time-Window Xceptiontime Architecture for Hand Gesture Classification. ICASSP (2020)
Elahe Rahimian, Soheil Zabihi, Amir Asif, Dario Farina, Seyed Farokh Atashzar, Arash Mohammadi
FS-HGR: Few-shot Learning for Hand Gesture Recognition via ElectroMyography. CoRR (2020)
Elahe Rahimian, Soheil Zabihi, Amir Asif, Arash Mohammadi
Hybrid Deep Neural Networks for Sparse Surface EMG-Based Hand Gesture Recognition. ACSSC (2020)
Elahe Rahimian, Soheil Zabihi, Seyed Farokh Atashzar, Amir Asif, Arash Mohammadi
Surface EMG-Based Hand Gesture Recognition via Hybrid and Dilated Deep Neural Network Architectures for Neurorobotic Prostheses. J. Medical Robotics Res. 5 (1-2) (2020)
Elahe Rahimian, Soheil Zabihi, Seyed Farokh Atashzar, Amir Asif, Arash Mohammadi
Semg-Based Hand Gesture Recognition Via Dilated Convolutional Neural Networks. GlobalSIP (2019)
Elahe Rahimian, Soheil Zabihi, Seyed Farokh Atashzar, Amir Asif, Arash Mohammadi
XceptionTime: A Novel Deep Architecture based on Depthwise Separable Convolutions for Hand Gesture Classification. CoRR (2019)
Elahe Rahimian, Soheil Zabihi, Mahmood Amiri, Bernabé Linares-Barranco
Digital Implementation of the Two-Compartmental Pinsky-Rinzel Pyramidal Neuron Model. IEEE Trans. Biomed. Circuits Syst. 12 (1) (2018)