def bidiSynapseFired(self, BidiSynapse):
lockOwner = BidiSynapse.lockOwner
if lockOwner is self:
self.numberOfOutputBidiSynapsesFired += 1
BidiSynapse.releaseLock()
else:
# Let`s find out to which neuron/direction the firing
# takes place :-)
neuron = None
if lockOwner is BidiSynapse.startPoint:
neuron = BidiSynapse.endPoint
numberOfWhatSynapses = self.numberOfInputBidiSynapses
numberOfWhatSynapsesFired = self.numberOfInputBidiSynapsesFired
#neuron.numberOfInputBidiSynapsesFired += 1
else:
neuron = lockOwner
numberOfWhatSynapses = self.numberOfOutputBidiSynapses
numberOfWhatSynapsesFired = self.numberOfOutputBidiSynapsesFired
#neuron.numberOfOutputBidiSynapsesFired += 1
BidiSynapse.acquireLock(self)
self.numberOfSynapsesFired += 1
if numberOfWhatSynapsesFired <= 1:
prev = self.get_property("value")
self.set_property("value", prev + BidiSynapse.getValue())
# Activate the neuron if all the input synapses have fired!
if numberOfWhatSynapsesFired == numberOfWhatSynapses:
val = StepActivation.sigmoid(self.get_property("value"))
self.set_property("value", val)
self.emit("activation")
def bidiSynapseFired (self, BidiSynapse):
lockOwner = BidiSynapse.lockOwner
if lockOwner is self:
self.numberOfOutputBidiSynapsesFired += 1
BidiSynapse.releaseLock ()
else:
# Let`s find out to which neuron/direction the firing
# takes place :-)
neuron = None
if lockOwner is BidiSynapse.startPoint:
neuron = BidiSynapse.endPoint
numberOfWhatSynapses = self.numberOfInputBidiSynapses
numberOfWhatSynapsesFired = self.numberOfInputBidiSynapsesFired
#neuron.numberOfInputBidiSynapsesFired += 1
else:
neuron = lockOwner
numberOfWhatSynapses = self.numberOfOutputBidiSynapses
numberOfWhatSynapsesFired = self.numberOfOutputBidiSynapsesFired
#neuron.numberOfOutputBidiSynapsesFired += 1
BidiSynapse.acquireLock (self)
self.numberOfSynapsesFired +=1
if numberOfWhatSynapsesFired <= 1:
prev = self.get_property ("value")
self.set_property ("value", prev + BidiSynapse.getValue ())
# Activate the neuron if all the input synapses have fired!
if numberOfWhatSynapsesFired == numberOfWhatSynapses:
val = StepActivation.sigmoid (self.get_property ("value"))
self.set_property ("value", val)
self.emit ("activation")
def synapseFired (self, Synapse):
self.numberOfSynapsesFired += 1
if self.numberOfSynapsesFired <= self.numberOfInputs:
prev = self.get_property ("value")
self.set_property ("value", prev + Synapse.getValue ())
# When _all_ incoming synapses have fired, activate the neuron!
if self.numberOfSynapsesFired == self.numberOfInputs:
val = StepActivation.sigmoid (self.get_property ("value"))
self.set_property ("value", val)
self.emit ("activation")