Neurodynamical Systems and Computation plus AI Expansion
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Neurodynamical systems explore how brain activity leads to mental processes. It studies neuron interactions as dynamic patterns, not isolated events. Emergent properties, like synchronized oscillations, form the brain's language. Nonlinear dynamics, with feedback loops, explain complex brain behavior. The field connects these dynamics to real neurons and builds bio-hybrid systems. It examines how the brain computes, using its dynamics to process information beyond conventional computers. Mathematical tools like differential equations and matrix algebra analyze neural data. This field bridges theory and brain reality, understanding mental life and developing brain-mimicking technologies.