inferno.neural.functional¶
Encodings¶
Generates a tensor of spikes using a Poisson distribution. 

Yields a generator for tensor slices of a Poisson spike train. 

Generates a tensor of spikes approximating an inhomogeneous Poisson distribution. 

Generates a tensor of spikes with Poisson determined intervals. 

Yields a generator for tensor slices of a spike train with Poissonsampled intervals. 
Neuronal Dynamics¶
Update adaptive currents based on membrane potential and postsynaptic spikes. 

Update adaptive thresholds based on postsynaptic spikes. 

Update adaptive thresholds based on membrane potential. 

Applies simple adaptation to presynaptic currents. 

Applies simple adaptation to voltage firing thresholds. 

Integrates input currents into membrane voltages using linear dynamics. 

Integrates input currents into membrane voltages using quadratic dynamics. 

Manage refractory periods, spiking, and voltage based on voltage thresholding. 

Manage refractory periods, spiking, and voltage based on voltage thresholding. 