Reconstructing Network Dynamics from Data: Applications to Neuroscience and Beyond

August 29 - September 2, 2022

Schedule

All times in this Schedule are Pacific Time (PT)

Monday, August 29, 2022

Morning Session
8:00 - 8:55 Breakfast (hosted by IPAM)
8:55 - 9:00 Welcome & Opening Remarks: Dean Miguel García-Garibay (Dean of Physical Sciences, UCLA) and Dima Shlyakhtenko (Director, IPAM)

Session Chair: Sebastian van Strien (Imperial College)
9:00 - 9:45
9:55 - 10:10 Break
10:10 - 11:00
Tiago Pereira (University of São Paulo (USP))

Ergodic basis pursuit induces robust network reconstruction
PDF Presentation

 
11:10 - 11:25 Break
11:25 - 12:15
12:25 - 2:00 Lunch (on your own)

Afternoon Session
2:00 - 2:50
3:00 - 3:15 Break
3:15 - 4:05 Panel #1 (Pereira, Shappell, Tanzi)
4:15 - 4:30 Lightning Poster Presentations
4:30 - 6:00 Poster Session & Reception (Hosted by IPAM)

Tuesday, August 30, 2022

Morning Session
8:00 - 9:00 Breakfast (hosted by IPAM)

Session Chair: Tiago Pereira (University of São Paulo)
9:00 - 9:45
9:55 - 10:10 Break
10:10 - 11:00
11:10 - 11:25 Break
11:25 - 12:15
12:25 - 2:00 Lunch (on your own)

Afternoon Session
2:00 - 2:50
Arkady Pikovsky (Universität Potsdam)

Inferring coupled oscillatory dynamics from data

 
3:00 - 3:15 Break
3:15 - 4:05 Panel #2 (Bollt, Froyland, Pikovsky)

Wednesday, August 31, 2022

Morning Session
8:00 - 9:00 Breakfast (hosted by IPAM)

Session Chair: Erik Bollt (Clarkson University)
9:00 - 9:45
Ernesto Estrada (University of the Balearic Islands (Illes Balears))

Virtual Talk: Network bypasses sustain complexity

 
9:55 - 10:10 Break
10:10 - 11:00
Aneta Stefanovska (Lancaster University)

Time: How it matters?

11:10 - 11:25 Break
11:25 - 12:15
Maxime Lucas (CENTAI (Center for Artificial Intelligence))

Synchronisation of oscillators with group interactions

 
12:25 - 2:00 Lunch (on your own)

Afternoon Session
2:00 - 2:50
3:00 - 3:15 Break
3:15 - 4:05
Maria D'Orsogna (California State University, Northridge (CSU Northridge))

A mathematical model of reward-mediated learning in drug addiction


Thursday, September 1, 2022

Morning Session
8:00 - 9:00 Breakfast (hosted by IPAM)

Session Chair: Aneta Stefanovska (Lancaster Univ.)
9:00 - 9:45
Danielle Bassett (University of Pennsylvania)

Virtual Talk: Probing the costly dynamics of cognitive effort

 
9:55 - 10:10 Break
10:10 - 11:00
Sandro Vaienti (Université de Toulon et du Var)

Thermodynamic formalism for open random dynamical systems.

 
11:10 - 11:25 Break
11:25 - 12:15
 
12:25 - 2:00 Lunch (on your own)

Afternoon Session

Session Chair: Sebastian van Strien (Imperial College)
2:00 - 2:50
3:00 - 3:15 Break
3:15 - 4:05 Panel #4 (Eroglu, Lamb, Vaienti, Stefanovska, Lucas, Shilnikov, D'Orsogna)

Friday, September 2, 2022

Morning Session
8:00 - 9:00 Breakfast (hosted by IPAM)

Session Chair: Matteo Tanzi (NYU)
9:00 - 9:45
9:55 - 10:10 Break
10:10 - 11:00
11:10 - 11:25 Break
11:25 - 12:15
12:25 - 2:00 Lunch (on your own)

Afternoon Session
2:00 - 2:50
3:00 - 3:15 Break
3:15 - 4:05 Panel #5 (Muldoon, Stankovski, Yanchuk)
4:15 Conclusion