Chicago, IL 60611 United States
Overview
The field of neuroscience is undergoing a transformative era, driven by the convergence of mathematical, computational, and experimental approaches. This workshop explores the intersection between these fields through the lenses of mathematical/computational statistics and numerical analysis.
While the potential impact of these approaches to neurosciences problems is fully recognised, there is still modest cross-fertilization between disciplines. Moreover, bespoke numerical methods must be developed for brain dynamics, to tackle the nonlocality and the nonlinearity of the underlying evolution equations.
Key themes of the workshop include:
• Integrating mathematical models with experimental data.
• Advanced numerical techniques for neural network simulation.
• Numerical analysis of nonlocal and nonlinear neural evolution equations .
• Statistical inference in neurobiological systems.
• Uncertainty quantification in neural dynamics.
• Inverse problem methodologies in neuroscience .
The event is targeted at mathematicians, statisticians, computational scientists, and neuroscience researchers, and will provide a platform for connecting leading experts working in different disciplines and exploring mathematical innovations in these areas.
Participants
Organizers
- Daniele Avitabile – Vrije Universiteit Amsterdam
- Brent Doiron – University of Chicago
- Daniel Sanz-Alonso – University of Chicago
- Massimiliano Tamborrino – University of Warwick
Speakers
- James MacLaurin – New Jersey Institute of Technology
- Kresimir Josic – University of Houston
- Daniela Calvetti – Case Western Reserve University
- Erkki Somersalo – Case Western Reserve University
- Paul Bogdan – University of Southern California
- Chris Oates – Newcastle University
- Stefan Radev – Rensselaer Polytechnic Institute
- James Fitzgerald – Northwestern University
- Chengcheng Huang – University of Pittsburgh
- Zack Kilpatrick – University of Colorado Boulder
- Gabriel Koch Ocker – Boston University
- Ramon Nartello-Kaluarachchi – University of Oxford
- Federica Milinanni – Northwestern University
- Lai-sang Young – New York University
Participants
- Paul Bogdan – University of Southern California
- Daniela Calvetti – Case Western Reserve University
- James Fitzgerald – Northwestern University
- Chengcheng Huang – University of Pittsburgh
- Zack Kilpatrick – University of Colorado Boulder
- Gabriel Koch Ocker – Boston University
- Kresimir Josic – University of Houston
- James MacLaurin – New Jersey Institute of Technology
- Federica Milinanni – Northwestern University
- Chris Oates – Newcastle University
- Stefan Radev – Rensselaer Polytechnic Institute
- Erkki Somersalo – Case Western Reserve University