Multi-layer Neural NetworksCovers the fundamentals of multi-layer neural networks and the training process of fully connected networks with hidden layers.
Poisson Model: Rate CodingExplores the Poisson model in computational neuroscience, emphasizing rate coding and stochastic spiking.
Rate Codes versus Temporal CodesCompares rate codes and temporal codes in neural dynamics, emphasizing timing codes, stochastic resonance, and neural coding challenges.
Spike Response Model (SRM)Covers the Spike Response Model (SRM) in computational neuroscience and its relation to the adaptive leaky integrate-and-fire model.
