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NSC/NPB/PSC 211 Advanced Topics in Neuroimaging

Dr. Miller teaches NSC/NPB/PSC 211 each winter quarter at UCD. This page shows the course description, registration information for Winter 2009, and some example topics/papers covered in the course.

Course Description:

Seminar – 2 hours. Critical presentation and discussion of the most influential advanced issues in neuroimaging, emphasizing fMRI and EEG/MEG design/analysis.

CRN's: NPB211 - 53606; NSC211 - 53612; PSC211 - 59783.

 

For more info, check out this flyer.

this flyer.

 

Also, see the NSC/NPB/PSC 211_List of Topics

for a complete list of example topics/readings.

 

Contact Dr. Miller for meeting time and location.

 

Sample Topics:

 

Coherence:

Sun FT, Miller LM, D'Esposito M (2004) Measuring interregional functional connectivity using
coherence and partial coherence analyses of fMRI data. NeuroImage 21:647-658.

Coherence Fig

 

 

 
 
 
 
 

Diffusion Tensor Imaging:

Mori S, Zhang J (2006) Principles of diffusion tensor imaging and its applications to

basic neuroscience research. Neuron

51:527-539.

DTI                                                                                                  ICA                                                                                                                        

 

 
 
 
 
 
 
 
 

                                                    Independent Components Analysis:

 
 McKeown MJ, Makeig S, Brown GG, Jung TP, Kindermann SS, Bell AJ, Sejnowski TJ (1998)
     Analysis of fMRI data by blind separation into independent spatial components. Hum Brain Mapp 6:160-188.                                    
 
 

 

 

 


Partial Least Squares:

 
 

McIntosh AR, Chau WK, Protzner AB (2004) Spatiotemporal analysis of event-related fMRI data using partial least squares. Neuroimage 23:764-775.

ST-PLS

 

 

Granger Causality:

Supp GG, Schlogl A, Trujillo-Barreto N, Muller MM, Gruber T (2007) Directed cortical
information flow during human object recognition: analyzing induced EEG gamma-band
responses in brain's source space. PLoS ONE 2:e684.
Partial Directed Coherence