Feedforward heteroassociative network with HH dynamics (Lytton 1998)

Using the original McCulloch-Pitts notion of simple on and off spike coding in lieu of rate coding, an Anderson-Kohonen artificial neural network (ANN) associative memory model was ported to a neuronal network with Hodgkin-Huxley dynamics.

Model Type: Realistic Network

Region(s) or Organism(s): Hippocampus

Currents: I Na,t; I K

Receptors: GabaA; AMPA

Model Concept(s): Pattern Recognition; Temporal Pattern Generation; Spatio-temporal Activity Patterns; Simplified Models; Attractor Neural Network

Simulation Environment: NEURON

Implementer(s): Lytton, William [bill.lytton at downstate.edu]

References:

Lytton WW. (1998). Adapting a feedforward heteroassociative network to Hodgkin-Huxley dynamics. Journal of computational neuroscience. 5 [PubMed]