>
Fa   |   Ar   |   En
   eegg: generating synthetic eeg signals in matlab environment  
   
نویسنده yektaeian vaziri ava ,makkiabadi bahador ,samadzadehaghdam nasser
منبع frontiers in biomedical technologies - 2023 - دوره : 10 - شماره : 3 - صفحه:370 -381
چکیده    Utilizing electroencephalogram (eeg) is more than at any time in history, therefore we have introduced an open-source matlab function to provide simulated eeg which is as equivalent as viable to empirical eeg in a user-friendly way with ground truth that is not accessible in real eeg records. this function should be versatile due to the requirements such as the number and orientation of sources, various noises, mode of activation function, and different anatomical structures. materials and methods: we indicate all phases, modes, and formulas which constitute eegg, eeg generator. this function supports selecting main sources locations and orientation, choosing snr with white gaussian noise, electrode numbers, and mode of activation functions. also, users have the option to use automatic or partly automatic, or fully automatic eeg construction in eegg. this function is ready to use at https://github.com/avayekta/eeg. results: eegg is designed with several parameters that users have chosen. hence, users can choose different variables to inspect the time and frequency aspects of synthetic eeg. conclusion: eegg is a multi-purpose and comprehensive function to mimic eeg but with ground-truth eeg data and adjustable parameters.
کلیدواژه simulated neuro-electrical data ,ground-truth networks ,electroencephalography ,simulation ,evaluation ,brain-computer interface
آدرس tehran university of medical sciences (tums), research center for biomedical technology and robotics (rcbtr), school of medicine, department of medical physics and biomedical engineering, iran, tehran university of medical sciences (tums), school of medicine, department of medical physics and biomedical engineering, iran, tabriz university of medical sciences, school of advanced medical sciences, iran
پست الکترونیکی nsamadzadeh_a@yahoo.com
 
     
   
Authors
  
 
 

Copyright 2023
Islamic World Science Citation Center
All Rights Reserved