2015-16: CCNS: Opening Workshop: August 17-21, 2015

Workshop Information

August 17, 2015 - 12:00am - August 21, 2015 - 2:03pm

Schedule
Participant List
Speakers Titles Abstracts
Posters

This workshop took place at the Hamner Conference Center, 15 T.W. Alexander Dr., Research Triangle Park, NC

The Opening Workshop for this program was held on Monday- Friday, August 17 - 21, 2015. The Workshop provided an overview of the core topics relevant to the CCNS program, which is devoted to the development of methodological, theoretical, and computational treatments of high-dimensional mathematical and statistical models with applications in computational neuroscience. For a more detailed description of the topics to be covered, see the CCNS homepage at http://www.samsi.info/CCNS.

On Monday, August 17 there were five overview lectures by leading researchers in computational neuroscience. From Tuesday to Thursday, invited speakers addressed additional issues associated with spike train data analysis, Big data and research directions in the NIH BRAIN initiative, imaging genetics, and neuroimaging data analysis. A poster session and reception took place on Tuesday, August 18.

On Thursday August 20, Working Groups were introduced, centering on problems and research directions identified in the Workshop. These groups will meet weekly over the course of the program, with the initial meetings held on Friday August 21.

The CCNS Working Groups follow. Additional information on each group can be found at Working Groups.

Clinical Brain Imaging
Working Group Leader: Ciprian Crainiceanu, Johns Hopkins University

Computational Approaches to Large-scale Inverse Problems with Applications to Neuroscience
Working Group Leader: Arvind Saibaba, North Carolina State University

Understanding Neuromechanical Processes in Locomotion with Physical Modeling and Network Analysis
Working Group Leaders: Laura Miller, UNC and Katie Newhall, UNC

Mathematical and Statistical Approaches to Modeling Brain Networks: circuits and systems
Working Group Leaders: Rob Kass, Carnegie Mellon University; Uri Eden, Boston U.; Mark Kramer, Boston U.

Theory of neural networks: structure and dynamics
Working Group Leaders: Carina Curto, PSU; Brent Doiron, U. of Pittsburgh, Chris Hillar, MSRI

Acquisition, Reconstruction, and Processing of MRI Data
Working Group Leader: Daniel Rowe, Marquette University

Imaging Genetics
Working Group Leader: Hongtu Zhu, UNC

Structural Connectivity
Working Group Leaders: David Dunson, Duke University; Hongtu Zhu, UNC

Functional Imaging Methods and Functional Connectivity
Working Group Leaders: Hernando Ombao, UCI; John Aston, University of Cambridge

Big Data Integration in Neuroimaging
Working Group Leaders: Martin Lindquist and Timothy Johnson

Analysis of Optical Imaging Data
Working Group Leader: Mark Reimers

For further information please send an email to [email protected]

Schedule

Monday, August 17, 2015
Hamner Conference Center Auditorium

8:00-8:30 a.m. Registration
8:30-8:45 Introduction and Welcome - Richard Smith, SAMSI
8:45-10:00 Rob Kass, Carnegie Mellon University
A Statistical Perspective on Spike Train Analysis, and Possible Connections with Modeling
10:00-10:10 Break
10:10-11:25 Martin Lindquist, Johns Hopkins University
Principles of Functional Neuroimaging
11:25-12:40 Emery Brown, Harvard/MIT
General Anesthesia: A Case Study in Combining Neuroscience, Statistics and Modeling
12:40-1:40 Lunch (Galleria)
1:40-2:00 Thomas Witelski, SAMSI
Working Groups at SAMSI
2:00-3:15 Kenneth Miller, Columbia University
Modeling Neural Circuits
3:15-3:25 Break
3:25-4:40 Maxime Descoteaux, Universite de Sherbrooke
Diffusion MRI Tractography and Connectomics: problems and challenges
4:40-5:00 Discussion

Tuesday, August 18, 2015
Hamner Conference Center Auditorium

8:00-8:30 a.m. Registration and Announcements
8:30 Edward Boyden, MIT
Tools for Mapping Brain Computations
9:30 Markus Diesmann, Juelich Research Centre
Brain-Scale Simulations at Cellular and Synaptic Resolution: Necessity and Feasibility
10:30 Break
11:00 Uri Eden, Boston University
Estimating Neural Dynamics using Point Process Models
12:00 Lunch (Galleria)
1:00
Brent Doiron, University of Pittsburgh

The neural mechanics of attention-mediated suppression of noise correlations

2:00 Introduction to the Theoretical Neural Networks Working Group
2:20 Friedrich Sommer, University of California-Berkeley
Understanding the Functions of Oscillatory LFP
3:20 Break
3:40

Panel Discussion:

Rob Kass, Carnegie Mellon University (moderator)

Sonja Gruen, Juelich Research Centre
Eric Shea-Brown, University of Washington
Matthew Harrison, Brown University
Brent Doiron, University of Pittsburgh

5:00-7:00 Poster Session and Reception

SAMSI will provide poster presentation boards and tape. The board dimensions are 4 ft. wide by 3 ft. high. They are tri-fold with each side being 1 ft. wide and the center 2 ft. wide. Please make sure your poster fits the board. The boards can accommodate up to 16 pages of paper measuring 8.5 inches by 11 inches.

Wednesday, August 19, 2015
Hamner Conference Center Auditorium

8:15 a.m. Announcements
8:30 Stephanie Jones, Brown University
Biophysically Principled Computational Modeling of Human MEG/EEG Signals to Link Mechanism to Function
9:30 Wei Ji Ma, New York University
The Inevitability of Probability: Near-Optimal Probabilistic Inference in Generic Neural Networks Trained with Non-Probabilistic Feedback
10:30 Break
11:00-11:20 Introduction to the Inverse Problems Working Group
11:20 Greg Farber, NIH/NIMH
The BRAIN Initiative, NIH, and Support for Computational Neuroscience
12:20 Lunch (Galleria)
12:20 Lunch Panel Discussion (Optional - Dogwood Room)
Wei Ji Ma, New York University
Growing Up in Science
1:20 Daniel Rowe, Marquette University
An Introduction to Image Reconstruction,Processing, and their Effects in FMRI
2:20 Ruben Gur, University of Pennsylvania
Multimodal Neuroimaging and Behavioral Phenotyping in a Genomic Neurodevelopmental Context
3:20 Break
3:50 Raquel Gur, University of Pennsylvania
Integration of Neuroimaging and Behavioral Phenotypes in Informative Populations: the clinical neuroscience perspective

Thursday, August 20, 2015
Hamner Conference Center Auditorium

8:15-8:30 a.m. Announcements
8:30 Polina Golland, MIT
From Pixels to Brain Networks: Modeling Brain Connectivity and Its Changes in Disease
9:30 Michael Miller, Johns Hopkins University
Neuroinformatics and the Complexity of the Brain at the 1mm Morphome Scale
10:30 Break
11:00 Peter Bandettini, NIMH
New fMRI Observations at an Individual Level Using Novel Acquisition, Paradigm, and Processing Approaches
12:00 Lunch (Galleria)
1:00 James Haxby, Dartmouth
A Common Model of Representational Spaces in Human Cortex
2:00 Break
2:30 Discussion: Working Groups

Friday, August 21, 2015
Hamner Conference Center Auditorium

8:45-9:00 a.m. Announcements
9:00 Thomas Nichols, Warwick University
Two Wildly Different Approaches to Brain Connectivity in fMRI
10:00 Initial Working Group Meetings
12:00 Adjourn and Lunch (Galleria)