An online Hebbian learning rule that performs independent component analysis

Author:

Clopath Claudia,Longtin André,Gerstner Wulfram

Publisher

Springer Science and Business Media LLC

Subject

Cellular and Molecular Neuroscience,General Neuroscience

Reference7 articles.

1. Hyvaerinen A, Karhunen J, Oja E: Independent Component Analysis. 2001, Wiley-Interscience

2. Ziehe A, Muller K: TDSEP – an efficient algorithm for blind separation using time structure. Proc Int Conf on Art Neur Net. 1998

3. Molgedey L, Schuster H: Separation of a mixture of independent signals using time delayed correlations. Phys. Rev. Lett. 1994, 72: 3634-3637. 10.1103/PhysRevLett.72.3634.

4. Mueller K, Philips P, Ziehe A: JADE TD: Combining higher-order statistics and temporal information for blind source separation (with noise). Proc Int Workshop on ICA. 1999

5. Hyvaerinen A: Independent component analysis for time-dependent stochastic processes. Proc Int Conf on Art Neur Net. 1998

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