Escape noiseExplores escape noise in computational neuroscience, covering stochastic intensity, interspike intervals, likelihood functions, noise model comparison, and rate versus temporal codes.
Parameter estimationExplores parameter estimation in neuron models, focusing on quadratic optimization and linear fit.
Helping Humans: NeuroprostheticsExplores the application of computational neuroscience in neuroprosthetics, focusing on predicting intended arm movements based on spike times and the importance of systematic parameter optimization.
Theory of Decision DynamicsExplores decision dynamics in computational neuroscience, focusing on competitive models and effective 2-dimensional interactions between populations.
Three definitions of rate codeDiscusses three definitions of rate code in computational neuroscience, emphasizing temporal averaging, interspike intervals, and FANO factor.
Spike Response Model (SRM)Covers the Spike Response Model (SRM) in computational neuroscience and its relation to the adaptive leaky integrate-and-fire model.