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    Theory of Network Dynamics

    Difficulty level
    Beginner
    Type
    Duration
    1:24:22

    This lesson provides an overview on spiking neuron networks and linear response models.

    Topics covered in this lesson
    • Linear response dynamics and functions
    • Transforming stimuli, frequency domain and time domain
    • Synchrony and pairwise correlations
    • Phase transitions between irregular and periodic activity
    Prerequisites
    • Calculus (integration and differentiation)
    • Basic linear algebra (matrices, determinants)
    • Some basic transform theory, such as knowing what Fourier transforms do, what a convolution is.