Tutor: | Tobias Schnier |
Type of Thesis: | Project (MSc) |
date of end: | 04/2016 |
Student: | Maik Röper |
Status: | finished |
ANT-shelfmark: | |
Abstract: | In this project possible dictionaries for real neuro data are evaluated and new dicitionaries proposed. Main questions: Do standard bases like Fourier or Wavelet describe Neuro data sufficiently? Will using Dictionary Learning algorithms lead to better results? Application: Through wireless implants neuro data is transmitted out of the brain via Compressed Sensing (CS) algorithms. To reconstruct them properly a well designed dictionary is needed that can represent the real neuro data in a practical way. Work to do: Literature search of common dictionaries Test found dictionaries on real neuro data Literature search of dictionary learning algorithms MATLAB-programming of found dictionary learning algorithms and testing them on real neuro data Expertise needed
Basic mathematical background is needed Basis MATLAB knowledge is needed |