Class SpikingNeuron

java.lang.Object

org.episteme.natural.biology.neuroscience.SpikingNeuron

public class SpikingNeuron
extends Object

Spiking Neuron model. Leaky Integrate-and-Fire (LIF) implementation.

Since:

1.0

Author:

Silvere Martin-Michiellot, Gemini AI (Google DeepMind)

Constructor Summary

Constructors

Constructor	Description
SpikingNeuron(Real rm, Real cm, Real vTh, Real vRest, Real vReset, Real refract)

Method Summary

Modifier and Type	Method	Description
void	addInputCurrent(Real current)	Adds input current for this time step.
Real	getMembranePotential()
void	reset()
boolean	update(Real dt, Real currentTime)	Updates neuron state. dV/dt = (-(V - Vrest) + R*I) / tau

Methods inherited from class Object

clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait

Constructor Details

SpikingNeuron

public SpikingNeuron(Real rm,
 Real cm,
 Real vTh,
 Real vRest,
 Real vReset,
 Real refract)

Method Details

reset

public void reset()

addInputCurrent

public void addInputCurrent(Real current)

Adds input current for this time step.

update

public boolean update(Real dt,
 Real currentTime)

Updates neuron state. dV/dt = (-(V - Vrest) + R*I) / tau

Parameters:

dt - Time step (seconds)

currentTime - Current simulation time

Returns:

true if neuron spiked

getMembranePotential

public Real getMembranePotential()