Digital Implementation of the Two-Compartmental Pinsky-Rinzel Pyramidal Neuron Model. - Elahe Rahimian; Soheil Zabihi; Mahmood Amiri; Bernabé Linares-Barranco (IEEE Trans. Biomed. Circuits Syst., 2018)

Semg-Based Hand Gesture Recognition Via Dilated Convolutional Neural Networks. - Elahe Rahimian; Soheil Zabihi; Seyed Farokh Atashzar; Amir Asif; Arash Mohammadi 001 (GlobalSIP, 2019)

XceptionTime: A Novel Deep Architecture based on Depthwise Separable Convolutions for Hand Gesture Classification. - Elahe Rahimian; Soheil Zabihi; Seyed Farokh Atashzar; Amir Asif; Arash Mohammadi 001 (CoRR, 2019)

Hybrid Deep Neural Networks for Sparse Surface EMG-Based Hand Gesture Recognition. - Elahe Rahimian; Soheil Zabihi; Amir Asif; Arash Mohammadi 001 (ACSSC, 2020)

XceptionTime: Independent Time-Window Xceptiontime Architecture for Hand Gesture Classification. - Elahe Rahimian; Soheil Zabihi; Seyed Farokh Atashzar; Amir Asif; Arash Mohammadi 001 (ICASSP, 2020)

FS-HGR: Few-shot Learning for Hand Gesture Recognition via ElectroMyography. - Elahe Rahimian; Soheil Zabihi; Amir Asif; Dario Farina; Seyed Farokh Atashzar; Arash Mohammadi 001 (CoRR, 2020)

Surface EMG-Based Hand Gesture Recognition via Hybrid and Dilated Deep Neural Network Architectures for Neurorobotic Prostheses. - Elahe Rahimian; Soheil Zabihi; Seyed Farokh Atashzar; Amir Asif; Arash Mohammadi 001 (J. Medical Robotics Res., 2020)

Few-Shot Learning for Decoding Surface Electromyography for Hand Gesture Recognition. - Elahe Rahimian; Soheil Zabihi; Amir Asif; Seyed Farokh Atashzar; Arash Mohammadi 001 (ICASSP, 2021)

SepUnet: Depthwise Separable Convolution Integrated U-Net For MRI Reconstruction. - Soheil Zabihi; Elahe Rahimian; Amir Asif; Arash Mohammadi 001 (ICIP, 2021)

TEMGNet: Deep Transformer-based Decoding of Upperlimb sEMG for Hand Gestures Recognition. - Elahe Rahimian; Soheil Zabihi; Amir Asif; Dario Farina; Seyed Farokh Atashzar; Arash Mohammadi 001 (CoRR, 2021)

Q-Net: A Quantitative Susceptibility Mapping-based Deep Neural Network for Differential Diagnosis of Brain Iron Deposition in Hemochromatosis. - Soheil Zabihi; Elahe Rahimian; Soumya Sharma; Sean K. Sethi; Sara Gharabaghi; Amir Asif; E. Mark Haacke; Mandar S. Jog; Arash Mohammadi 001 (CoRR, 2021)

BP-Net: Cuff-less, Calibration-free, and Non-invasive Blood Pressure Estimation via a Generic Deep Convolutional Architecture. - Soheil Zabihi; Elahe Rahimian; Fatemeh Marefat; Amir Asif; Pedram Mohseni; Arash Mohammadi 001 (CoRR, 2021)

ViT-HGR: Vision Transformer-based Hand Gesture Recognition from High Density Surface EMG Signals. - Mansooreh Montazerin; Soheil Zabihi; Elahe Rahimian; Arash Mohammadi 001; Farnoosh Naderkhani (EMBC, 2022)

Hand Gesture Recognition Using Temporal Convolutions and Attention Mechanism. - Elahe Rahimian; Soheil Zabihi; Amir Asif; Dario Farina; Seyed Farokh Atashzar; Arash Mohammadi 001 (ICASSP, 2022)

TEDGE-Caching: Transformer-based Edge Caching Towards 6G Networks. - Zohreh Hajiakhondi-Meybodi; Arash Mohammadi 001; Elahe Rahimian; Shahin Heidarian; Jamshid Abouei; Konstantinos N. Plataniotis (ICC, 2022)

BP-Net: Cuff-less and non-invasive blood pressure estimation via a generic deep convolutional architecture. - Soheil Zabihi; Elahe Rahimian; Fatemeh Marefat; Amir Asif; Pedram Mohseni; Arash Mohammadi 001 (Biomed. Signal Process. Control., 2022)

TraHGR: Transformer for Hand Gesture Recognition via ElectroMyography. - Soheil Zabihi; Elahe Rahimian; Amir Asif; Arash Mohammadi 001 (CoRR, 2022)

Light-weighted CNN-Attention based architecture for Hand Gesture Recognition via ElectroMyography. - Soheil Zabihi; Elahe Rahimian; Amir Asif; Arash Mohammadi 001 (CoRR, 2022)

Transformer-based Hand Gesture Recognition via High-Density EMG Signals: From Instantaneous Recognition to Fusion of Motor Unit Spike Trains. - Mansooreh Montazerin; Elahe Rahimian; Farnoosh Naderkhani; Seyed Farokh Atashzar; Svetlana N. Yanushkevich; Arash Mohammadi 001 (CoRR, 2022)

DynaShare: Task and Instance Conditioned Parameter Sharing for Multi-Task Learning. - Elahe Rahimian; Golara Javadi; Frederick Tung; Gabriel Leivas Oliveira (CVPR Workshops, 2023)

HYDRA-HGR: A Hybrid Transformer-Based Architecture for Fusion of Macroscopic and Microscopic Neural Drive Information. - Mansooreh Montazerin; Elahe Rahimian; Farnoosh Naderkhani; Seyed Farokh Atashzar; Hamid Alinejad-Rokny; Arash Mohammadi 001 (ICASSP, 2023)

Light-Weight CNN-Attention Based Architecture for Hand Gesture Recognition Via Electromyography. - Soheil Zabihi; Elahe Rahimian; Amir Asif; Arash Mohammadi 001 (ICASSP, 2023)

Light-Weight CNN-Attention Based Architecture Trained with a Hybrid Objective Function for EMG-Based Human Machine Interfaces. - Soheil Zabihi; Elahe Rahimian; Amir Asif; Svetlana N. Yanushkevich; Arash Mohammadi 001 (Trans. Comput. Sci., 2023)

Multi-content time-series popularity prediction with Multiple-model Transformers in MEC networks. - Zohreh Hajiakhondi-Meybodi; Arash Mohammadi 001; Ming Hou 002; Elahe Rahimian; Shahin Heidarian; Jamshid Abouei; Konstantinos N. Plataniotis (Ad Hoc Networks, 2024)