ca.nengo.model.plasticity.impl
Class InSpikeErrorFunction
java.lang.Object
ca.nengo.math.impl.AbstractFunction
ca.nengo.model.plasticity.impl.AbstractSpikeLearningFunction
ca.nengo.model.plasticity.impl.InSpikeErrorFunction
- All Implemented Interfaces:
- Function, java.io.Serializable, java.lang.Cloneable
public class InSpikeErrorFunction
- extends AbstractSpikeLearningFunction
A learning function that uses information from the ensemble to modulate the rate
of synaptic change.
- Author:
- Trevor Bekolay
- See Also:
- Serialized Form
|
Constructor Summary |
InSpikeErrorFunction(float[] gain,
float[][] encoders)
Requires information from the post population to modulate learning. |
InSpikeErrorFunction(float[] gain,
float[][] encoders,
float a2Minus,
float a3Minus,
float tauMinus,
float tauX)
Requires information from the post population to modulate learning. |
| Methods inherited from class java.lang.Object |
equals, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait |
InSpikeErrorFunction
public InSpikeErrorFunction(float[] gain,
float[][] encoders,
float a2Minus,
float a3Minus,
float tauMinus,
float tauX)
- Requires information from the post population to modulate learning.
- Parameters:
gain - Gain (scale) of the neurons in the post populationencoders - Encoders (phi tilde) of the neurons in the post populationa2Minus - Amplitude constant (see Pfister & Gerstner 2006)a3Minus - Amplitude constant (see Pfister & Gerstner 2006)tauMinus - Time constant (see Pfister & Gerstner 2006)tauX - Time constant (see Pfister & Gerstner 2006)
InSpikeErrorFunction
public InSpikeErrorFunction(float[] gain,
float[][] encoders)
- Requires information from the post population to modulate learning.
- Parameters:
gain - Gain (scale) of the neurons in the post populationencoders - Encoders (phi tilde) of the neurons in the post population
clone
public InSpikeErrorFunction clone()
throws java.lang.CloneNotSupportedException
- Specified by:
clone in interface Function- Overrides:
clone in class AbstractSpikeLearningFunction
- Throws:
java.lang.CloneNotSupportedException- See Also:
Object.clone()