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Home » [Moved Online] Hot Topics: Topological Insights in Neuroscience

Workshop

[Moved Online] Hot Topics: Topological Insights in Neuroscience May 04, 2021 - May 11, 2021
To apply for Funding you must register by: February 05, 2021 9 months ago
Parent Program: --
Series: Hot Topic, Hot Topic
Location: MSRI: Online/Virtual
Organizers Carina Curto (Pennsylvania State University), Chad Giusti (University of Delaware), LEAD Kathryn Hess (École Polytechnique Fédérale de Lausanne (EPFL)), Ran Levi (University of Aberdeen)
Speaker(s)

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Description
2020 21 topological insights neuroscience image hess.2019.02.27
Image created by Nicolas Antille, of the visualization team of the Blue Brain Project at EPFL
This workshop will be held online May 4-7 and May 10-11, 2021. The Zoom link will be provided at a later time. You must register for the workshop to receive the password.  The workshop is held in Pacific Daylight Time. The talks in this workshop will present a wide array of current applications of topology in neuroscience, including classification and synthesis of neuron morphologies, analysis of synaptic plasticity, algebraic analysis of the neural code, topological analysis of neural networks and their dynamics, topological decoding of neural activity, diagnosis of traumatic brain injuries, and topological biomarkers for psychiatric disease. Some of the talks will be devoted to promising new directions in algebraic topology that have been inspired by neuroscience.
Funding & Logistics Show All Collapse

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To apply for funding, you must register by the funding application deadline displayed above.

Students, recent Ph.D.'s, women, and members of underrepresented minorities are particularly encouraged to apply. Funding awards are typically made 6 weeks before the workshop begins. Requests received after the funding deadline are considered only if additional funds become available.

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MSRI has a preferred rates at the Hotel Shattuck Plaza, depending on room availability. Guests can call the hotel's main line at 510-845-7300 and ask for the MSRI- Mathematical Science Research Institute discount. To book online visit this page. Click on "Promo/Corporate Code" at the top of the page and enter the code MSRI (this code is not case sensitive).

MSRI has preferred rates at the Graduate Berkeley, depending on room availability. Reservations may be made by calling 510-845-8981. When making reservations, guests must request the MSRI preferred rate. Enter in the Promo Code MSRI (this code is not case sensitive).

MSRI has preferred rates at the Berkeley Lab Guest House, depending on room availability. Reservations may be made by calling 510-495-8000 or directly on their website. Select "Affiliated with the Space Sciences Lab, Lawrence Hall of Science or MSRI." When prompted for your UC Contact/Host, please list Chris Marshall (coord@msri.org).

MSRI has a preferred rates at Easton Hall and Gibbs Hall, depending on room availability. Guests can call the Reservations line at 510-204-0732 and ask for the MSRI- Mathematical Science Research Inst. rate. To book online visit this page, select "Request a Reservation" choose the dates you would like to stay and enter the code MSRI (this code is not case sensitive).

Additional lodging options may be found on our short term housing page.

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Schedule, Notes/Handouts & Videos
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May 04, 2021
Tuesday
07:50 AM - 08:00 AM
  Welcome
08:00 AM - 08:45 AM
  Topological insights on neuronal morphologies
Lida Kanari (École Polytechnique Fédérale de Lausanne (EPFL))
09:00 AM - 09:45 AM
  A topological approach for understanding the neural representation of natural auditory signals
Tim Gentner (UC San Diego)
09:45 AM - 10:15 AM
  Break
10:15 AM - 10:45 AM
  The Persistent Topology of Dynamic Data
Woojin Kim (Duke University)
11:00 AM - 11:45 AM
  Using Mapper to reveal a unique hub-like brain state at rest in highly sampled individuals
Manish Saggar (Stanford University School of Medicine)
May 05, 2021
Wednesday
08:00 AM - 08:45 AM
  Discovering implicit computation graphs in nonlinear brain dynamics
Xaq Pitkow (Baylor College of Medicine)
09:00 AM - 09:45 AM
  Hyperbolic geometry in biological networks
Tatyana Sharpee (The Salk Institute for Biological Studies)
09:45 AM - 10:15 AM
  Break
10:15 AM - 10:45 AM
  Geometrical and topological data analyses reveal that higher-order structures provide flow channels for neuronal avalanches
Dane Taylor (University at Buffalo, SUNY)
11:00 AM - 11:45 AM
  Topological analysis of quasiperiodic signals
Jose Perea (Michigan State University)
May 06, 2021
Thursday
08:00 AM - 08:45 AM
  Topological Data Analysis of Functional Brain Connectivity in Time and Space Domains
Bei Wang (University of Utah)
09:00 AM - 09:45 AM
  Homotopy Theoretic and Categorical Models of Neural Information Networks
Matilde Marcolli (California Institute of Technology)
09:45 AM - 10:15 AM
  Break
10:15 AM - 10:45 AM
  Combining Geometric and Topological Information for Boundary Estimation
Hengrui Luo (Lawrence Berkeley National laboratory)
11:00 AM - 11:45 AM
  Identifying dynamics of networks
Konstantin Mischaikow (Rutgers University)
May 07, 2021
Friday
08:00 AM - 08:45 AM
  Nerve theorems for fixed points of neural networks
Daniela Egas Santander ( École polytechnique fédérale de Lausanne)
09:00 AM - 09:45 AM
  Extracting topological features from multiple measurements
Martina Scolamiero (Royal Institute of Technology (KTH))
09:45 AM - 10:15 AM
  Break
10:15 AM - 10:45 AM
  Identifying analogous topological features across multiple systems
Iris Yoon (University of Delaware)
11:00 AM - 11:45 AM
  A grid cell torus
Benjamin Dunn (Norwegian University of Science and Technology (NTNU))
May 10, 2021
Monday
08:00 AM - 08:45 AM
  Decoding geometry and topology of neural representations
Vladimir Itskov (Pennsylvania State University)
09:00 AM - 09:45 AM
  Topological Characterization for Multi-Variate Pattern Analysis
Alice Patania (Indiana University)
09:45 AM - 10:15 AM
  Break
10:15 AM - 10:45 AM
  Simplicial connectivities of directed networks and higher paths
Henri Riihimäki (University of Aberdeen)
11:00 AM - 11:45 AM
  Wasserstein stability for persistence diagrams
Katharine Turner (Australian National University)
May 11, 2021
Tuesday
08:00 AM - 08:45 AM
  Discrete Morse based Graph Skeletonization and Applications in Computational Neuroscience
Yusu Wang (Univ. California, San Diego)
09:00 AM - 09:45 AM
  Persistent homology in one or more parameters
Ezra Miller (Duke University)
09:45 AM - 10:15 AM
  Break
10:15 AM - 10:45 AM
  Using "Concurrence Topology'' to Detect Statistical (In)dependence Among Items of the Hamilton Depression Rating Scale
Steven Ellis (Columbia University)
11:00 AM - 11:45 AM
  Topological cavities in the human connectome
Ann Blevins (University of Pennsylvania)