Unit-5: Neuro Dynamics Neuro Dynamics : Dynamical Systems, Stability of Equilibrium States, Attractors, Neuro Dynamical Models, Manipulation of Attractors as a Recurrent Network Paradigm Hopfield Models – Hopfield Models, restricted boltzmen machine. Neuro Dynamics refers to the study of how the state of a neural network evolves over time according to specific update rules or differential equations. It focuses on the temporal behaviour , stability , and trajectory of neural activations until the network reaches a steady state or attractor . In simple words: Neuro Dynamics = Time-evolution of neuron states + stability of the network’s behaviour. It treats the neural network as a dynamical system rather than a static input–output model. What is Neuro Dynamics? In Neural Networks, Neuro Dynamics describes: How neuron activations change step-by-step or continuously How the network moves in its state space How it settles into stable patterns ...