Nonlinear Dynamics: Nonlinear dynamics is the branch of physics that studies systems governed by equations more complex than the linear form. Nonlinear systems, such as the weather or neurons, often appear chaotic, unpredictable or counterintuitive, and yet their behavior is not random.
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MAR 08, 2023 | 8:30 AM
C.E. CREDITS
In this talk, we will discuss the nuts and bolts of the novel continuous-time neural network models: Liquid Time-Constant Networks (LTCs). Liquid neural networks are nonlinear state-space mo...
Complex behaviors are often driven by an internal model, which integrates sensory information over time and facilitates long-term planning to reach subjective goals. {\color{rev}A fundamenta...
The transport properties of biomolecules in cells can reveal a great deal about the functional interactions regulating cells at the molecular level. Various biophysical methods have been dev...
An actual way of understanding complex systems in psychology and psychiatry is by building mathematical models on the functioning of mental, behavioral, or neural systems (computational syste...
Neurological disorders present a worldwide multi-factorial burden. They affect as many as one billion people globally - and that number is predicted to increase in the next decades. The wide-...