Neurons and Synapses
- Neurons are cells.
- They have a cell body with axons that extend out.
- They collect electrical potential; if they get enough,
they spike and send potential to adjacent neurons.
- Neurons are connected by synapses. A chemical signal
goes across the synapse.
- The signal can be excitatory or inhibitory.
- There are lots of models of neurons.
- Compartmental models (Hodgkin-Huxley) are really accurate.
- We've worked with point models.
- Our relatively novel model is the Fatiguing Leaky Integrate and
Fire model.
- There's a popular point model by Eugene Izhikevich. We're using
that in the HBP.
- There are different types of neurons that have different spiking
behaviours; e.g. regular spiking vs bursty.
- There's pretty good evidence on neurons because you can look at them
in the brain, in petri dishes, and animal neurons are pretty much
the same as human neurons.