19 citations · 22 across the 3 of their papers we have counts for
4 papers
Real-Time EMG Signal Classification via Recurrent Neural Networks
Reza Bagherian Azhiri, Mohammad Esmaeili, Mehrdad Nourani
Real-time classification of Electromyography signals is the most challenging part of controlling a prosthetic hand. Achieving a high classification accuracy of EMG signals in a sho…
EMG-Based Feature Extraction and Classification for Prosthetic Hand Control
Reza Bagherian Azhiri, Mohammad Esmaeili, Mehrdad Nourani
In recent years, real-time control of prosthetic hands has gained a great deal of attention. In particular, real-time analysis of Electromyography (EMG) signals has several challen…
Analog Seizure Detection for Implanted Responsive Neurostimulation
Abbas A. Zaki, Noah C. Parker, Tae-Yoon Kim +9
Epilepsy can be treated with medication, however, of epileptic patients are still drug resistive. Devices like responsive neurostimluation systems are implanted in select pa…
EMG Signal Classification Using Reflection Coefficients and Extreme Value Machine
Reza Bagherian Azhiri, Mohammad Esmaeili, Mohsen Jafarzadeh +1
Electromyography is a promising approach to the gesture recognition of humans if an efficient classifier with high accuracy is available. In this paper, we propose to utilize Extre…