Dimensionality Reduction II
MIT
Dimensionality Reduction using the method of Independent Components Analysis, and its application to the analysis of fMRI data.
Taught by: Sam Norman-Haignere, MIT
Video:
- Dimensionality reduction II (29:54)
Slides:
Additional Resources:
- Exercises
- Hyvarinen, A. & Oja, E. (2000) Independent component analysis: algorithms and applications, Neural Networks 13(4-5):411-430.
- Bell, A. J. & Sejnowski, T. J. (1995) An information-maximization approach to blind separation and blind deconvolution, Neural Computation 7:1129-1159.