Challenge of even bigger modelsExplores simulating large-scale neural network models and optimizing memory efficiency in neural simulations using NEURON and CoreNEURON.
Neural Networks: Multilayer PerceptronsCovers Multilayer Perceptrons, artificial neurons, activation functions, matrix notation, flexibility, regularization, regression, and classification tasks.
Electricity in CellsExplores the physical basis of signal propagation in neurons, focusing on membrane potential setup and ion channels.
Neural Cell Membrane DynamicsExplores neural cell membrane dynamics, including ion channels, action potentials, myelination, and bioelectronic interfaces.
