Soheil Zabihi

According to our database, Soheil Zabihi authored at least 24 papers between 2018 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

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

Trans. Comput. Sci., 2023

AVCA: Autonomous Virtual Cognitive Assessment.

Bahar Karimi, Soheil Zabihi, Amir Keynia, Aram Montazami, Arash Mohammadi

Trans. Comput. Sci., 2023

Light-Weight CNN-Attention Based Architecture for Hand Gesture Recognition Via Electromyography.

Soheil Zabihi, Elahe Rahimian, Amir Asif, Arash Mohammadi

Proceedings of the IEEE International Conference on Acoustics, 2023

2022

Light-weighted CNN-Attention based architecture for Hand Gesture Recognition via ElectroMyography.

Soheil Zabihi, Elahe Rahimian, Amir Asif, Arash Mohammadi

CoRR, 2022

TraHGR: Transformer for Hand Gesture Recognition via ElectroMyography.

Soheil Zabihi, Elahe Rahimian, Amir Asif, Arash Mohammadi

CoRR, 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

Biomed. Signal Process. Control., 2022

Hand Gesture Recognition Using Temporal Convolutions and Attention Mechanism.

Elahe Rahimian, Soheil Zabihi, Amir Asif, Dario Farina, Seyed Farokh Atashzar, Arash Mohammadi

Proceedings of the IEEE International Conference on Acoustics, 2022

ViT-HGR: Vision Transformer-based Hand Gesture Recognition from High Density Surface EMG Signals.

Mansooreh Montazerin, Soheil Zabihi, Elahe Rahimian, Arash Mohammadi, Farnoosh Naderkhani

Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022

Autonomous Virtual Cognitive Assessment via NLP and Hand Gesture Recognition.

Bahar Karimi, Soheil Zabihi, Mohammad Salimibeni, Arash Mohammadi

Proceedings of the 56th Asilomar Conference on Signals, Systems, and Computers, ACSSC 2022, Pacific Grove, CA, USA, October 31, 2022

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

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

CoRR, 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

CoRR, 2021

SepUnet: Depthwise Separable Convolution Integrated U-Net For MRI Reconstruction.

Soheil Zabihi, Elahe Rahimian, Amir Asif, Arash Mohammadi

Proceedings of the 2021 IEEE International Conference on Image Processing, 2021

Few-Shot Learning for Decoding Surface Electromyography for Hand Gesture Recognition.

Elahe Rahimian, Soheil Zabihi, Amir Asif, Seyed Farokh Atashzar, Arash Mohammadi

Proceedings of the IEEE International Conference on Acoustics, 2021

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

J. Medical Robotics Res., 2020

NBLSTM: Noisy and Hybrid Convolutional Neural Network and BLSTM-Based Deep Architecture for Remaining Useful Life Estimation.

Ali Al-Dulaimi, Soheil Zabihi, Amir Asif, Arash Mohammed

J. Comput. Inf. Sci. Eng., 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

CoRR, 2020

XceptionTime: Independent Time-Window Xceptiontime Architecture for Hand Gesture Classification.

Elahe Rahimian, Soheil Zabihi, Seyed Farokh Atashzar, Amir Asif, Arash Mohammadi

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Hybrid Deep Neural Networks for Sparse Surface EMG-Based Hand Gesture Recognition.

Elahe Rahimian, Soheil Zabihi, Amir Asif, Arash Mohammadi

Proceedings of the 54th Asilomar Conference on Signals, Systems, and Computers, 2020

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

CoRR, 2019

A multimodal and hybrid deep neural network model for Remaining Useful Life estimation.

Ali Al-Dulaimi, Soheil Zabihi, Amir Asif, Arash Mohammadi

Comput. Ind., 2019

Hybrid Deep Neural Network Model for Remaining Useful Life Estimation.

Ali Al-Dulaimi, Soheil Zabihi, Amir Asif, Arash Mohammadi

Proceedings of the IEEE International Conference on Acoustics, 2019

Semg-Based Hand Gesture Recognition Via Dilated Convolutional Neural Networks.

Elahe Rahimian, Soheil Zabihi, Seyed Farokh Atashzar, Amir Asif, Arash Mohammadi

Proceedings of the 2019 IEEE Global Conference on Signal and Information Processing, 2019

2018

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