Engineering Neurons: Optogenetics

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Network Simulation and Activity Dynamics

Explores neural network simulation, activity dynamics, and validation processes to ensure accurate predictions.

Action Potentials and Electrical Excitability

Explores the generation and propagation of action potentials in neurons, including the historical significance of Hodgkin & Huxley's work.

Scientific Computing in Neuroscience

Explores the history and tools of scientific computing in neuroscience, emphasizing the simulation of neurons and networks.

Modeling Neuronal Activity

Explores modeling neuronal activity, including firing rates, responses to stimuli, and network behavior.

Modeling the synaptic potential

Explores the modeling of synaptic potentials and the factors influencing their amplitude.

Hodgkin-Huxley Model: Neuronal Excitability

Explores the Hodgkin-Huxley model, action potential phases, ion dynamics, cable theory, and compartmental modeling in neuronal excitability.

Neurophysiological Data Analysis

Covers neurophysiological data analysis, including AP detection, firing rate computation, and spectral analysis, with a focus on predicting cell classes.

Cellular Mechanisms of Brain Function

Series explores the biophysics of neurons and synapses, synaptic transmission, and brain function.

Rall's Cable Model

Explores Rall's cable model, synaptic potential spread in dendrites, and compartmental modeling for neural simulations.

Biological Electricity: Action Potential Propagation and Modeling

Explores action potential propagation, membrane modeling, conductance, and encoding signals through action potential trains.