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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.