Linear Predictive Coding

Once I had Octave up and running, and was able to install an implementation of the LPC, I was able to run the LPC algorithm on a few simulated neuron plots. I tried this with the period length for P, but found that using 10 (which is standard for audio processing) actually works better.


Original plot of neuron where Na=2.3, CaT = 3.33, CaS = 3.33, A = 3.4, KCa = 2.1, Kd = 4.2, h = 5, leak = 2
Red line is the original plot, green is the estimated:
Original Plot of neuron where Na=2.3, CaT = 5, CaS = 0, A = 3.4, KCa = 2.1, Kd = 4.2, h = 5, leak = 2
Red line is the original plot, green is the estimated:
f nOriginal plor of neuron where Na=2.3, CaT = 3.33, CaS = 0, A = 3.4, KCa = 2.1, Kd = 4.2, h = 5, leak = 2
Red line is the original plot, green is the estimated: