## Neuron Model Analysis in

Parallel coordinate display using MATLAB

Not even nearly ready yet!

**Introduction**

Inselberg () and Wegman () showed that a visualization system based on parallel
coordinates could be useful in understanding high-dimensional data
sets.

We are currently working with a 6-parameter system.

** The Code**

First try at parallel cood in Matlab.

**Results**

Each of the following images is based on 10,000 random parameter selections
in 6-space. The parameter axes are:

- initial threshold
- membrane time const
- sensitivity to K conductance
- refractory time const
- threshold sensitivity
- threshold time const

All axis ranges are normalized to unity.

Cells falling into the "short" ISI bin (dF=8):

Cells falling into the "medium" ISI bin (dF=8):

Cells falling into the "long" ISI bin (dF=8):