A tutorial on PCA, LLE and ISOMAP by Dan Ventura (2008).

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The classic Tenenbaum‘s paper that introduces ISOMAP, a manifold learning approach featuring non-linear dimensionality reduction.

J. B. Tenenbaum, V. De Silva and J. C. Langford (2000). Science 290 (5500), 2319-2323

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Template matching is a popular method in spike sorting, mostly employed in the overlap resolution task. Several algorithms have been proposed during the last 5 years, some of them featuring online implementations.

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The dpt of Computer Engineering of the Wilhelm-Schickard-Institute of the University of Tübingen offers a position starting October 1st, 2010.
Type: Research assistant (PhD student, E13 50%)

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