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Neural Circuit Modeling of Large-Scale Brain Dynamics for Computational Psychiatry
Presenter
- John Murray
February 21, 2020
IPAM
Multiscale mathematical approaches for translational mental health benefits
Presenter
- Michael Bonsall
February 21, 2020
IPAM
Convolutional autoencoders and LSTMs - using deep learning to overcome Kolmogorov-width limitations and accurately model errors in nonlinear model reduction
Presenter
- Kevin Carlberg
February 21, 2020
ICERM
A Rank-Minimization Approach to Learning Dynamical Systems from Frequency Response Data
Presenter
- Pawan Goyal
February 20, 2020
ICERM
Automatic Generation of Minimal and Reduced Models for Structured Parametric Dynamical Systems
Presenter
- Igor Pontes Duff
February 20, 2020
ICERM
Decision-Making and Computational Psychiatry: An Explanatory and Pragmatic Perspective
Presenter
- Martin Paulus
February 20, 2020
IPAM
Computational Contributions to Understanding Impaired Motivation and Effort in Psychosis
Presenter
- Deanna Barch
February 20, 2020
IPAM
Model reduction for port-Hamiltonian differential-algebraic systems
Presenter
- Volker Mehrmann
February 20, 2020
ICERM
Data-driven Modeling and Optimization of Dissipative Dynamics
Presenter
- Christopher Beattie
February 20, 2020
ICERM
Predictive data science for physical systems- From model reduction to scientific machine learning
Presenter
- Karen Willcox
February 20, 2020
ICERM
Cross-species translation through computational analyses - implications for understanding and modifying psychiatric treatments
Presenter
- A. David Redish
February 19, 2020
IPAM