A new HRF estimation method was introduced to improve the accuracy in recovering HRFs with wider frequency range. This non-smooth optimization problem was solved via BFGS technique. Results from simulated data demonstrate the accuracy and reliability of this new method in recovering HRF. Results from an event-related fMRI dataset further demonstrate the ability of the proposed method in capturing the variation of HRFs across different brain regions and subject populations.
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