Computer science task EEG simulation
Budget: $80 – $120 CAD
___
Computer science task EEG simulation
I am seeking assistance with the signal processing aspect of an EEG simulation project.
Digital signal processing including common denoising techniques (ICA), filtering, resampling, and convolution. The goal of this task is to denoise an EEG dataset acquired during a simultaneous EEG-fMRI experiment, extract some frequency-domain measures from the denoised EEG signal, and correlate with fMRI image (which is a 4d image, each voxel is a time series). The end-result will be whole-brain correlation maps showing which brain areas correlate best with EEG.
Skills and Experience:
- Strong background in signal processing, specifically in EEG data analysis
- Proficiency in Python programming language
- Experience with EEG simulation and modeling
- Familiarity with relevant libraries and tools in Python for signal processing
Category
Electronic Engineering
Computer science task EEG simulation
I am seeking assistance with the signal processing aspect of an EEG simulation project.
Digital signal processing including common denoising techniques (ICA), filtering, resampling, and convolution. The goal of this task is to denoise an EEG dataset acquired during a simultaneous EEG-fMRI experiment, extract some frequency-domain measures from the denoised EEG signal, and correlate with fMRI image (which is a 4d image, each voxel is a time series). The end-result will be whole-brain correlation maps showing which brain areas correlate best with EEG.
Skills and Experience:
- Strong background in signal processing, specifically in EEG data analysis
- Proficiency in Python programming language
- Experience with EEG simulation and modeling
- Familiarity with relevant libraries and tools in Python for signal processing
Category
Electronic Engineering
Related categories:
Python
Machine Learning (ML)
Image Processing
Computer Science
Software Engineering