Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely:  derive the form of the best non-linear functions for performing independent component analysis (ICA) by maximum likelihood estimation.  show that both the form of nonlinearity and the relative gradient update equations for likelihood maximization naturally generalize to the complex case, and that they coincide with the real case.  discuss several special cases for the score function as ll as adaptive scores.
['J.-F. Cardoso', 'Tülay Adali']
I am writing a research paper on a idea The Maximum Likelihood Approach to Complex ICA
[{"from": "human", "value": "I am writing a research paper on a idea The Maximum Likelihood Approach to Complex ICA"}, {"from": "gpt", "value": "Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely:  derive the form of the best non-linear functions for performing independent component analysis (ICA) by maximum likelihood estimation.  show that both the form of nonlinearity and the relative gradient update equations for likelihood maximization naturally generalize to the complex case, and that they coincide with the real case.  discuss several special cases for the score function as ll as adaptive scores."}]