Principles of Neuroimaging B - 2012: Difference between revisions

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==''Wednesday 1/4/12'' - MRI. ''Speaker'':  [http://www.brainmapping.org/MarkCohen Cohen]==
==''Wednesday 1/11/12'' - MRI. ''Speaker'':  [http://www.brainmapping.org/MarkCohen Cohen]==
OUTLINE
OUTLINE
''Required Readings''
''Required Readings''
Line 38: Line 38:
[[image:PSatSeq.jpg|right]]
[[image:PSatSeq.jpg|right]]


==''Friday 1/6/12'' - MRI II. ''Speaker'': [http://www.brainmapping.org/MarkCohen Cohen]==
==''Friday 1/13/12'' - MRI II. ''Speaker'': [http://www.brainmapping.org/MarkCohen Cohen]==
OUTLINE
OUTLINE
''Required Readings''
''Required Readings''
Line 53: Line 53:
=Week 2 MRI Applications=
=Week 2 MRI Applications=


==''Wednesday 1/11/12'' - Diffusion. ''Speaker'': [http://faculty.bri.ucla.edu/institution/personnel?personnel_id=45540 Jeffry Alger]==
==''Wednesday 1/18/12'' - Connectivity. ''Speaker'': [http://ccn.ucla.edu/~jbrown/ Jesse Brown]==
OUTLINE
''Required Readings''
:*
 
''Suggested Further Reading''
:*[[Media:DTIHageman.pdf | Hageman DTI Slides]]
:*[[Media:NICourse_DTILecture4Post_11-01-26.pdf | Hageman DTI Notes 2/26/12]]
:*[http://www.ncbi.nlm.nih.gov/pubmed/15037456?dopt=Citation Diffusion tensor imaging of cerebral white matter: a pictorial review of physics, fiber tract anatomy, and tumor imaging patterns AJNR Am J Neuroradiol. 2004 Mar;25(3):356-69]
 
:Sadly, the library does not have a subscription for the journals below (Mark has copies on reserve in his office):
:*[http://www.ncbi.nlm.nih.gov/pubmed/8661285?dopt=Citation Microstructural and physiological features of tissues elucidated by quantitative-diffusion-tensor MRI. J Magn Reson B. 1996 Jun;111(3):209-19]
:*[http://www.ncbi.nlm.nih.gov/pubmed/16950152?dopt=Citation Principles of diffusion tensor imaging and its applications to basic neuroscience research. Neuron. 2006 Sep 7;51(5):527-39]
 
''Suggested Further Reading''
:*READING
 
==''Friday 1/20/12'' - Advanced MRI Pulse Sequences. ''Speaker'': [http://www.radiology.ucla.edu/dcvi/html/people/Ennis.html Daniel Ennis]==
 
=Week 3 Advanced MRI Applications and TMS=
 
==''Wednesday 1/25/12'' - Diffusion (''tentative''). ''Speaker'': [http://faculty.bri.ucla.edu/institution/personnel?personnel_id=45540 Jeffry Alger]==
OUTLINE
OUTLINE
[[image:Bandwidth.jpg|right]]
[[image:Bandwidth.jpg|right]]
''Required Readings''
''Required Readings''
:*
:*
==''Friday 1/27/12'' -  TMS (tentative). ''Speakers'': [http://faculty.bri.ucla.edu/institution/personnel?personnel_id=121107 Allan Wu], [http://www.anxiety.org/about/alexander_bystritsky Alexander Bystritsky]==
Transcranial Magnetostimulation is fundamentally different than the other technologies we have explored, in that it is used specifically to ''alter'' ongoing brain activity. While not exactly an imaging method, the TMS instrument is image-guided and uses tomographic placement.
'Required Readings''
:* [[media:TMS_Wu_2011.pdf | Wu 2011 Lecture slides]]
:* [[media:TMSSafetyAndEthics-Rossi.pdf | TMS Safety and Ethics - Rossi, 2009]]
:* [http://www.sciencedirect.com/science?_ob=ArticleURL&_udi=B6T0J-50CV801-1&_user=4423&_coverDate=01%2F31%2F2011&_rdoc=1&_fmt=high&_orig=search&_origin=search&_sort=d&_docanchor=&view=c&_acct=C000059605&_version=1&_urlVersion=0&_userid=4423&md5=f9fa3c7d63942dfb3c74e047a1f848bc&searchtype=a | M Sandrini, C Umilta and E Rusconi, “''The use of transcranial magnetic stimulation in cognitive neuroscience: a new synthesis of methodological issues.''” '''Neurosci Biobehav Rev''',  '''35'''(3): p. 516-536. 2011]
''Suggested Further Reading''
:* [[media:WuTMS-05-04-10.pdf | Handout for Wu TMS Lecture, 2010]]
Once upon a time we demonstrated that this sort of magnetic stimulation can take place in the MRI machines:
:*[http://onlinelibrary.wiley.com/doi/10.1002/mrm.1910140226/pdf MS Cohen, RM Weisskoff, RR Rzedzian and HL Kantor, “Sensory stimulation by time-varying magnetic fields.” Magnetic Resonance in Medicine,  14(2): p. 409-414. 1990]
=Week 4 PET=
==''Wednesday 2/1/12'' -  Positron Emission Tomography (PET). ''Speaker'': [http://faculty.pharmacology.ucla.edu/institution/personnel?personnel_id=45558 Magnus Dahlbom]==
OUTLINE
[[image:ParallaxError.jpg|right]]
''Required Readings''
:*[[media:PET_2010.pdf | PET Imaging handout]]
''Suggested Further Reading''
:*READING
==''Friday 2/3/12' '- Positron Emission Tomography (PET) Applications. ''Speaker'': [http://www.semel.ucla.edu/profile/edythe-london Edythe London]==
OUTLINE
[[image:SmokerStroop.png|right]]
''Required Readings''
:*[[media:NITP_PET_applications_2-16-11.pdf | PET Applications handout]]
:* [http://www.ncbi.nlm.nih.gov/pubmed/3099392?dopt=Citation “Mapping human brain monoamine oxidase A and B with <sup><small>11</small></sup>C-labeled suicide inactivators and PET.” Science,  235(4787): p. 481-485. 1987.]
:* [[media:MukherjeeRadiopharmaceuticals.pdf | Mukherjee: Radiopharmaceuticals for Brain Imaging]]
:* [[media:Martinez_Drugs_of_Abuse.pdf | Imaging Neurotransmitter Release by Drugs of Abuse, Diana Martinez and Rajesh Narendran]]
''Suggested Further Reading''
:*n/a
=Week 5 fMRI and Ultrasound=
==''Wednesday 2/8/12'' - fMRI. ''Speaker'': [http://www.brainmapping.org/MarkCohen Cohen]==
OUTLINE
''Required Readings''
:*[[media:MRIforPNIB.pdf‎ | MRI Slides (same as 1/4/12)]]
==''Friday 2/10/12'' - Ultrasound (''tentative''). ''Speaker'': [http://casit.ucla.edu/body.cfm?id=129 Martin Culjat]==
OUTLINE
Ultrasound is one of the earliest means of seeing into the body. Until recently, however, seeing into the brain has been very poor. Recent advances are improving on this.
''Required Readings''
:*
''Suggested Further Reading''
:*
=Everything below here is entirely tentative=
=Week 6 =
==Wednesday 2/15/12 - TOPIC. "Speaker"==
OUTLINE
''Required Readings''
''Suggested Further Reading''
:*READING
==Friday 2/17/12 - TOPIC. "Speaker"==
OUTLINE
''Required Readings''
''Suggested Further Reading''
:*READING
=Week 6 =
==Wednesday 2/15/12 - TOPIC. "Speaker"==
OUTLINE
''Required Readings''
''Suggested Further Reading''
:*READING
==Friday 2/17/12 - TOPIC. "Speaker"==
OUTLINE
''Required Readings''
''Suggested Further Reading''
:*READING
=Week 6 =
==Wednesday 2/15/12 - TOPIC. "Speaker"==
OUTLINE
''Required Readings''


''Suggested Further Reading''
''Suggested Further Reading''
:*READING
:*READING


==Friday 2/17/12 - TOPIC. "Speaker"==
OUTLINE
''Required Readings''


==''Friday 1/13/12'' - fMRI. ''Speaker'':  
''Suggested Further Reading''
[http://www.brainmapping.org/MarkCohen Cohen]==
:*READING
 
 
 
=Week 7 =
 
==Wednesday 2/22/12 - TOPIC. "Speaker"==
OUTLINE
''Required Readings''
 
''Suggested Further Reading''
:*READING
 
==Friday 2/25/12 - TOPIC. "Speaker"==
OUTLINE
OUTLINE
''Required Readings''
''Required Readings''
:*[http://www.brainmapping.org/NITP/PNA/Readings/MRIforNITP.pdf slides (same as 1/3/12)]


''Suggested Further Reading''
''Suggested Further Reading''
:*READING
:*READING


=Week 3 Advanced MRI Applications and Sequences=


==''Wednesday 1/18/12'' - Connectivity. ''Speaker'': [http://ccn.ucla.edu/~jbrown/ Jesse Brown]==
=Week 8 =
 
==Wednesday 2/29/12 - TOPIC. "Speaker"==
OUTLINE
''Required Readings''
 
''Suggested Further Reading''
:*READING


==Friday 3/2/12 - TOPIC. "Speaker"==
OUTLINE
OUTLINE
''Required Readings''
''Required Readings''
:*


''Suggested Further Reading''
''Suggested Further Reading''
:*[[Media:DTIHageman.pdf | Hageman DTI Slides]]
:*READING
:*[[Media:NICourse_DTILecture4Post_11-01-26.pdf | Hageman DTI Notes 2/26/12]]
 
:*[http://www.ncbi.nlm.nih.gov/pubmed/15037456?dopt=Citation Diffusion tensor imaging of cerebral white matter: a pictorial review of physics, fiber tract anatomy, and tumor imaging patterns AJNR Am J Neuroradiol. 2004 Mar;25(3):356-69]
 
=Week 9 =


:Sadly, the library does not have a subscription for the journals below (Mark has copies on reserve in his office):
==Wednesday 3/7/12 - TOPIC. "Speaker"==
:*[http://www.ncbi.nlm.nih.gov/pubmed/8661285?dopt=Citation Microstructural and physiological features of tissues elucidated by quantitative-diffusion-tensor MRI. J Magn Reson B. 1996 Jun;111(3):209-19]
OUTLINE
:*[http://www.ncbi.nlm.nih.gov/pubmed/16950152?dopt=Citation Principles of diffusion tensor imaging and its applications to basic neuroscience research. Neuron. 2006 Sep 7;51(5):527-39]
''Required Readings''


==''Friday 1/20/12'' - Advanced MRI Pulse Sequences. ''Speaker'': [http://www.radiology.ucla.edu/dcvi/html/people/Ennis.html Daniel Ennis]==
''Suggested Further Reading''
:*READING


=Week 4 Ultrasound and (TMS?)=
==Friday 3/9/12 - TOPIC. "Speaker"==
Ultrasound is one of the earliest means of seeing into the body. Until recently, however, seeing into the brain has been very poor. Recent advances are improving on this.
==''Wednesday 1/25/12'' - Ultrasound. ''Speaker'': [http://casit.ucla.edu/body.cfm?id=129 Martin Culjat]==
OUTLINE
OUTLINE
''Required Readings''
''Required Readings''
:*


''Suggested Further Reading''
''Suggested Further Reading''
:*
:*READING
 
 
=Week 10 =


==''Friday 1/27/12'' - TMS (tentative). ''Speaker'': Allan Wu, Alexander Bystritsky==
==Wednesday 3/14/12 - TOPIC. "Speaker"==
OUTLINE
OUTLINE
''Required Readings''
''Required Readings''
:*[[media:PET_2010.pdf | PET Imaging handout]]


''Suggested Further Reading''
''Suggested Further Reading''
:*READING
:*READING


=Week 5 PET=
==Friday 3/16/12 - TOPIC. "Speaker"==
==''Wednesday 2/1/12'' - Positron Emission Tomography (PET). ''Speaker'': [http://faculty.pharmacology.ucla.edu/institution/personnel?personnel_id=45558 Magnus Dahlbom]==
OUTLINE
OUTLINE
[[image:ParallaxError.jpg|right]]
''Required Readings''
''Required Readings''
:*[[media:PET_2010.pdf | PET Imaging handout]]


''Suggested Further Reading''
''Suggested Further Reading''
:*READING
:*READING


==''Friday 2/3/12''- Positron Emission Tomography (PET) Applications. ''Speaker'': [http://www.semel.ucla.edu/profile/edythe-london Edythe London]==
=FINALS=
3/19-23/12
 
 
==''Friday 1//12'' - fMRI. ''Speaker'':  
[http://www.brainmapping.org/MarkCohen Cohen]==
OUTLINE
OUTLINE
[[image:SmokerStroop.png|right]]
''Required Readings''
''Required Readings''
:*[[media:NITP_PET_applications_2-16-11.pdf | PET Applications handout]]
:*[http://www.brainmapping.org/NITP/PNA/Readings/MRIforNITP.pdf slides (same as 1/3/12)]
:* [http://www.ncbi.nlm.nih.gov/pubmed/3099392?dopt=Citation “Mapping human brain monoamine oxidase A and B with <sup><small>11</small></sup>C-labeled suicide inactivators and PET.” Science,  235(4787): p. 481-485. 1987.]
:* [[media:MukherjeeRadiopharmaceuticals.pdf | Mukherjee: Radiopharmaceuticals for Brain Imaging]]
:* [[media:Martinez_Drugs_of_Abuse.pdf | Imaging Neurotransmitter Release by Drugs of Abuse, Diana Martinez and Rajesh Narendran]]


''Suggested Further Reading''
''Suggested Further Reading''
:*n/a
:*READING


Dr. Simpson is a leading expert in the use of scalp electrophysiology (EEG and MEG) to explore the dynamical processes of the human brain, and the integration of activity across cortex in complex human behaviors. Notably, the MEG instrument also uses the SQUID technology
Dr. Simpson is a leading expert in the use of scalp electrophysiology (EEG and MEG) to explore the dynamical processes of the human brain, and the integration of activity across cortex in complex human behaviors. Notably, the MEG instrument also uses the SQUID technology
Line 157: Line 293:
:*John Clarke, SQUIDs: Scientific American, August 1994.
:*John Clarke, SQUIDs: Scientific American, August 1994.


=Week 6 PET and TMS=
Positron Emission Tomography was the first tomographic means available to explore neural activity in humans. Though this use was made much less common with the advent of fMRI, PET has many tricks up its sleeve. In particular, the technology allows incomparable sensitivity in the localization specific molecular species.
Transcranial Magnetostimulation is fundamentally different than the other technologies we have explored, in that it is used specifically to ''alter'' ongoing brain activity. While not exactly an imaging method, the TMS instrument is image-guided and uses tomographic placement.


==''Friday 2/7/12''  - Positron Emission Tomography (PET). ''Speaker'': [http://faculty.pharmacology.ucla.edu/institution/personnel?personnel_id=45558 Magnus Dahlbom]==
==''Friday 2/7/12''  - Positron Emission Tomography (PET). ''Speaker'': [http://faculty.pharmacology.ucla.edu/institution/personnel?personnel_id=45558 Magnus Dahlbom]==
Line 172: Line 304:


==''Wednesday 2/9/12'' - Transcranial Magneto Stimulation (TMS). ''Speaker'': [http://faculty.bri.ucla.edu/institution/personnel?personnel_id=121107 Allan Wu]==
==''Wednesday 2/9/12'' - Transcranial Magneto Stimulation (TMS). ''Speaker'': [http://faculty.bri.ucla.edu/institution/personnel?personnel_id=121107 Allan Wu]==
'Required Readings''
:* [[media:TMS_Wu_2011.pdf | Wu 2011 Lecture slides]]
:* [[media:TMSSafetyAndEthics-Rossi.pdf | TMS Safety and Ethics - Rossi, 2009]]
:* [http://www.sciencedirect.com/science?_ob=ArticleURL&_udi=B6T0J-50CV801-1&_user=4423&_coverDate=01%2F31%2F2011&_rdoc=1&_fmt=high&_orig=search&_origin=search&_sort=d&_docanchor=&view=c&_acct=C000059605&_version=1&_urlVersion=0&_userid=4423&md5=f9fa3c7d63942dfb3c74e047a1f848bc&searchtype=a | M Sandrini, C Umilta and E Rusconi, “''The use of transcranial magnetic stimulation in cognitive neuroscience: a new synthesis of methodological issues.''” '''Neurosci Biobehav Rev''',  '''35'''(3): p. 516-536. 2011]
''Suggested Further Reading''
:* [[media:WuTMS-05-04-10.pdf | Handout for Wu TMS Lecture, 2010]]
Once upon a time we demonstrated that this sort of magnetic stimulation can take place in the MRI machines:
:*[http://onlinelibrary.wiley.com/doi/10.1002/mrm.1910140226/pdf MS Cohen, RM Weisskoff, RR Rzedzian and HL Kantor, “Sensory stimulation by time-varying magnetic fields.” Magnetic Resonance in Medicine,  14(2): p. 409-414. 1990]


=Week 7 Spectroscopy and PET=
=Week 7 Spectroscopy and PET=

Revision as of 19:48, 4 January 2012

Principles of Neuroimaging B, Winter, 2012 - Class Schedule and Syllabus

Main course page for Principles of Neuroimaging (2010-11)
M284A Principles of Neuroimaging A

Lecture Videos

Week 1 Magnetic Resonance Imaging

Magnetic Resonance Imaging (MRI) is probably the most influential and most felxible current means of imaging the human brain. It features a vast number of separable contrast mechanisms, and a near ideal combination of non-invasiveness, safety, resolution and metric accuracy. However, it is extraordinarily expensive and has limited temporal resolution, especially for functional studies


Wednesday 1/11/12 - MRI. Speaker: Cohen

OUTLINE Required Readings

HahnFig1.png above: Figure 1 from Hahn, 1950

Suggested Further Reading

File:PSatSeq.jpg

Friday 1/13/12 - MRI II. Speaker: Cohen

OUTLINE Required Readings


Suggested Further Reading

  • READING

WEEKLY SUMMARY

Week 2 MRI Applications

Wednesday 1/18/12 - Connectivity. Speaker: Jesse Brown

OUTLINE Required Readings

Suggested Further Reading

Sadly, the library does not have a subscription for the journals below (Mark has copies on reserve in his office):

Suggested Further Reading

  • READING

Friday 1/20/12 - Advanced MRI Pulse Sequences. Speaker: Daniel Ennis

Week 3 Advanced MRI Applications and TMS

Wednesday 1/25/12 - Diffusion (tentative). Speaker: Jeffry Alger

OUTLINE

File:Bandwidth.jpg

Required Readings

Friday 1/27/12 - TMS (tentative). Speakers: Allan Wu, Alexander Bystritsky

Transcranial Magnetostimulation is fundamentally different than the other technologies we have explored, in that it is used specifically to alter ongoing brain activity. While not exactly an imaging method, the TMS instrument is image-guided and uses tomographic placement.

'Required Readings

Suggested Further Reading

Once upon a time we demonstrated that this sort of magnetic stimulation can take place in the MRI machines:

Week 4 PET

Wednesday 2/1/12 - Positron Emission Tomography (PET). Speaker: Magnus Dahlbom

OUTLINE

File:ParallaxError.jpg

Required Readings

Suggested Further Reading

  • READING

Friday 2/3/12' '- Positron Emission Tomography (PET) Applications. Speaker: Edythe London

OUTLINE

File:SmokerStroop.png

Required Readings

Suggested Further Reading

  • n/a

Week 5 fMRI and Ultrasound

Wednesday 2/8/12 - fMRI. Speaker: Cohen

OUTLINE Required Readings

Friday 2/10/12 - Ultrasound (tentative). Speaker: Martin Culjat

OUTLINE

Ultrasound is one of the earliest means of seeing into the body. Until recently, however, seeing into the brain has been very poor. Recent advances are improving on this.

Required Readings

Suggested Further Reading

Everything below here is entirely tentative

Week 6

Wednesday 2/15/12 - TOPIC. "Speaker"

OUTLINE Required Readings

Suggested Further Reading

  • READING

Friday 2/17/12 - TOPIC. "Speaker"

OUTLINE Required Readings

Suggested Further Reading

  • READING


Week 6

Wednesday 2/15/12 - TOPIC. "Speaker"

OUTLINE Required Readings

Suggested Further Reading

  • READING

Friday 2/17/12 - TOPIC. "Speaker"

OUTLINE Required Readings

Suggested Further Reading

  • READING


Week 6

Wednesday 2/15/12 - TOPIC. "Speaker"

OUTLINE Required Readings

Suggested Further Reading

  • READING

Friday 2/17/12 - TOPIC. "Speaker"

OUTLINE Required Readings

Suggested Further Reading

  • READING


Week 7

Wednesday 2/22/12 - TOPIC. "Speaker"

OUTLINE Required Readings

Suggested Further Reading

  • READING

Friday 2/25/12 - TOPIC. "Speaker"

OUTLINE Required Readings

Suggested Further Reading

  • READING


Week 8

Wednesday 2/29/12 - TOPIC. "Speaker"

OUTLINE Required Readings

Suggested Further Reading

  • READING

Friday 3/2/12 - TOPIC. "Speaker"

OUTLINE Required Readings

Suggested Further Reading

  • READING


Week 9

Wednesday 3/7/12 - TOPIC. "Speaker"

OUTLINE Required Readings

Suggested Further Reading

  • READING

Friday 3/9/12 - TOPIC. "Speaker"

OUTLINE Required Readings

Suggested Further Reading

  • READING


Week 10

Wednesday 3/14/12 - TOPIC. "Speaker"

OUTLINE Required Readings

Suggested Further Reading

  • READING

Friday 3/16/12 - TOPIC. "Speaker"

OUTLINE Required Readings

Suggested Further Reading

  • READING

FINALS

3/19-23/12


==Friday 1//12 - fMRI. Speaker: Cohen== OUTLINE Required Readings

Suggested Further Reading

  • READING

Dr. Simpson is a leading expert in the use of scalp electrophysiology (EEG and MEG) to explore the dynamical processes of the human brain, and the integration of activity across cortex in complex human behaviors. Notably, the MEG instrument also uses the SQUID technology

Konstantin Penanen, together with Inseob Hahn and Byeong Ho Eom, have created a highly unusual MR imaging instrument that collects data in a magnetic field less than that of the earth. The tool uses Superconductin QUantum Interference Devices (SQUIDs) that detect the magnetic resonance imaging signal by direct magnetometry, rather than by induction.

Friday 1/31/12 - MEG and EEG. Speaker: Greg Simpson

A story

Suggested Reading

J Neurosci. 2008 Aug 13;28(33):8268-72. "Very slow EEG fluctuations predict the dynamics of stimulus detection and oscillation amplitudes in humans". Monto S, Palva S, Voipio J, Palva JM.

Friday 2/2//12 - Ultralow field MRI. Speaker: Konstantin Penanen NASA/CalTech Jet Propulsion Laboratory

OUTLINE

File:MiniscanGB.jpg

Suggested Further Reading

  • John Clarke, SQUIDs: Scientific American, August 1994.


Friday 2/7/12 - Positron Emission Tomography (PET). Speaker: Magnus Dahlbom

OUTLINE

File:ParallaxError.jpg

Required Readings

Suggested Further Reading

  • READING

Wednesday 2/9/12 - Transcranial Magneto Stimulation (TMS). Speaker: Allan Wu

Week 7 Spectroscopy and PET

Both PET and MRI are means of localizing specific molecular species. MRI has lower sensitivity but good quantitative accuracy and the ability to simultaneously image and study multiple molecules and compounds. Our lecture on PET will consider the actual imaging device, its sensitivity and its limitations.

Friday 2/14/12 - Magnetic Resonance Spectroscopy. Speaker: Jeffry Alger

OUTLINE Required Readings

Suggested Further Reading A question came up from the audience about the problem of simultaneously space and chemical shift by frequency. For an amusing story about the problem, you might want to read:


Week 8 Machine Learning

This week we will look at modern and advanced analytic methods broadly called machine learning, or statistical pattern analysis. These methods are of great interest in the imaging community as they offer high sensitivity, the ability to explore activity at the systems level and the potential for predictive analysis and brain reading.

Friday 2/21/12 - Presidents Day.

Suggested Further Reading

Wednesday 2/23/12 - PCA, ICA, Machine learning. Speaker: Alan Yuille

OUTLINE

File:Probmodel.jpg

Required Readings

  • READING

Suggested Further Reading

  • READING

Week 9 Functional Connectivity, Multimodal Integration

WEEKLYSUMMARY

Friday 2/28/12 - Functional Connectivity. Speaker: Agatha Lenartowicz

OUTLINE

Required Readings

Suggested Further Reading

Useful software for exploring functional connectivity (correlations/bivariate/partial etc) from Susan Whitfield-Gabrieli at MIT (link courtesy of Sam):*[1]

And additional readings in defense of DCM (other key papers are referenced in the slides)

Lee et al 2006 "Large-scale neural models and dynamic causal modelling"

David et al 2008 "Identifying Neural Drivers with Functional MRI: An Electrophysiological Validation"

Schuyler et al 2010 "Dynamic Causal Modeling applied to fMRI data shows high reliability"

Wednesday 3/2/12 - Multimodal Integration. Speaker: Cohen

OUTLINE Required Readings

Week 10 tbd

This week is presently left open for added topics and makeup as needed.

Friday 3/7/12 - Final Distributed. MSC

OUTLINE Required Readings

  • READING

Suggested Further Reading

  • READING

Wednesday 3/9/12 - Paul Weiss and Anne Andrews: Cohen

Direct Nanoscale and Molecular Imaging. Required Readings

Suggested Further Reading

  • READING

Finals Week

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