Module pypcsim :: Class IzhiNeuron

Class IzhiNeuron

     object --+                
              |                
    ??.instance --+            
                  |            
   SimObjectFactory --+        
                      |        
              SimObject --+    
                          |    
     object --+           |    
              |           |    
    ??.instance --+       |    
                  |       |    
        SpikeSender --+   |    
                      |   |    
SingleOutputSpikeSender --+    
                          |    
             IzhiNeuronBase --+
                              |
             object --+       |
                      |       |
            ??.instance --+   |
                          |   |
         CurrentInputTarget --+
                              |
                             IzhiNeuron

Help on IzhiNeuron [class]:
 A current based Izhikevich neuron. 
 
  Implements the model described in 
  Izhikevich, 2004 
  'Which model to use for cortical spiking neurons' 
  
   
  

### Model

Nested Classes

[hide private]

Inherited from SimObject: ID, PortType

Instance Methods

[hide private]

__init__(...)
Help on IzhiNeuron::IzhiNeuron(double a=2.00000000000000004163336342344337026588618755341e-2, double b=2.00000000000000011102230246251565404236316680908e-1, double c=-6.5e+1, double d=8.0e+0, double Vpeak=3.0e+1, double Vinit=-5.99999999999999977795539507496869191527366638184e-2, double Inoise=0.0, double Iinject=0.0, double factI=1.0e+0) [constructor]

create(...)

currentInput(...)

Inherited from IzhiNeuronBase: adjust, advance, clearSynapticInput, getManagedDelay, inputPortType, nAnalogInputPorts, nAnalogOutputPorts, nSpikeInputPorts, nSpikeOutputPorts, outputPortType, refractoryQ, reset

Inherited from SimObject: check, deepCopy, getAnalogOutput, getFieldOffset, incoming, init, outgoing, owned_by_net, setAnalogInput, spikeHit, toBeActivated

Inherited from unreachable.instance: __new__

Inherited from object: __delattr__, __getattribute__, __hash__, __reduce__, __reduce_ex__, __repr__, __setattr__, __str__

Static Methods

[hide private]

registerSimObject(...)
Help on static void IzhiNeuron::registerSimObject() [member function]

Class Variables

[hide private]

__instance_size__ = 148

Inherited from SimObject: analog, spiking, undefined

Properties

[hide private]

Inherited from IzhiNeuronBase: Iinject, Inoise, Vinit, Vpeak, a, b, c, d

Inherited from object: __class__

Method Details

[hide private]

init(...)
(Constructor)

Help on IzhiNeuron::IzhiNeuron(double a=2.00000000000000004163336342344337026588618755341e-2, double b=2.00000000000000011102230246251565404236316680908e-1, double c=-6.5e+1, double d=8.0e+0, double Vpeak=3.0e+1, double Vinit=-5.99999999999999977795539507496869191527366638184e-2, double Inoise=0.0, double Iinject=0.0, double factI=1.0e+0) [constructor]

Help on IzhiNeuron::IzhiNeuron(std::string type, double Vinit=-5.99999999999999977795539507496869191527366638184e-2, double Inoise=0.0, double Iinject=0.0, double factI=1.0e+0) [constructor]

Overrides: object.__init__

create(...)

Overrides: SimObjectFactory.create

currentInput(...)

Overrides: CurrentInputTarget.currentInput

Class IzhiNeuron

__init__(...) (Constructor)

create(...)

currentInput(...)

init(...)
(Constructor)