bionet.ted.iaf.iaf_decode_vander

bionet.ted.iaf.iaf_decode_vander(s, dur, dt, bw, b, d, R, C)

IAF time decoding machine that uses BPA.

Decode a finite length signal encoded with an Integrate-and-Fire neuron by efficiently solving a Vandermonde system using the Bjork-Pereyra Algorithm.

Parameters:

s: array_like of floats

Encoded signal. The values represent the time between spikes (in s).

dur: float

Duration of signal (in s).

dt: float

Sampling resolution of original signal; the sampling frequency is 1/dt Hz.

bw: float

Signal bandwidth (in rad/s).

b: float

Encoder bias.

d: float

Encoder threshold.

R: float

Neuron resistance.

C: float

Neuron capacitance.

Returns:

u_rec : ndarray of floats

Recovered signal.