How well do mean field theories of spiking quadratic-integrate-and-fire networks work in realistic parameter regimes?
Agnieszka Grabska-BarwinskaPeter E. LathamPublished in: J. Comput. Neurosci. (2014)
Keyphrases
- spiking neurons
- spiking neural networks
- markov random field
- network parameters
- social networks
- real life
- feed forward
- network structure
- bio inspired
- neuron model
- basal ganglia
- complex networks
- em algorithm
- objective function
- parameter values
- biologically inspired
- theoretical framework
- probabilistic model
- statistical mechanics
- knowledge base