Constrained ICA and applications

• المؤلف الرئيسي: Lu, Wei.
• مؤلفون آخرون: Rajapakse, Jagath Chandana
• التنسيق: Theses and Dissertations
• منشور في: 2008
• الموضوعات: DRNTU::Engineering::Computer science and engineering::Computing methodologies::Artificial intelligence; DRNTU::Engineering::Computer science and engineering::Computer applications::Life and medical sciences
• الوصول للمادة أونلاين: http://hdl.handle.net/10356/2382

The thesis begins with proposing a unified approach to perform complete ICA, the uICA, for Blind Source Separation (BSS). Three major ICA algorithms are investigated and shown to fall into this approach. They differ only from the nonlinear functions used in the learning rules.