Statistics.
Artificial Neural
Networks.
Fuzzy Logic.
MATLAB®
MATLAB is a powerful tool with numerous toolboxes that serve many aspects of science and engineering
I am mainly interested in the following toolboxes
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Below you can download a number of functions that I compiled during my Ph.D. course. My work included Signal Processing with Statistics and ANN so most files are about feature extraction, time-series prediction and related goals.
They are organised in the following categories, available for download as *.zip files. You need Winzip or WinRar to open.
Click on each link to download. I hope the comments are helpful enough.
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Information |
Correlation Matrix Memory functions |
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Transforming data: Fourier etc |
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Check data for errors. Missing files, values... |
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Various plotting functions |
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Importing data and calculating amplitudes and latencies. (some built by Chris Vassios) |
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Functions removing cells and rows/columns from tables |
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Set of functions used to train ANN and use them to predict part of a signal |
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ANN training and prediction with Fast Fourier Transform |
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Some basic tests and graphs |
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ANN training and classification based only on Amplitudes and Latencies |
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Convertors from *.mat to *.text files (for data) |
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Various functions extracting features from signals |