def _create_layer(self, standard_layer_data):
layer = Layers.create_layer(standard_layer_data.layer_type())
layer_data = standard_layer_data.get_neurons_data()
for neuron_data in layer_data:
layer.add_neuron(Neuron(
PSPUtil.get_psp(neuron_data[0]),
ActivatorUtil.get_activator(neuron_data[1]),
float(neuron_data[2]))
)
return layer
def _create_psp_combobox(self):
return ComboBoxSelector(self.ui.neuronsTable, PSPUtil.registered_psps())
def _setup_default_functions_comboboxes(self):
self.ui.defaultPSPComboBox.addItems(PSPUtil.registered_psps())
self.ui.defaultActivationComboBox.addItems(ActivatorUtil.registered_activators())
self.ui.defaultActivationComboBox.setCurrentIndex(
self.ui.defaultActivationComboBox.findText(ActivatorUtil.default_activator())
)
def _create_neuron(self, row):
self.setData(self.index(row, 0), PSPUtil.default_psp())
self.setData(self.index(row, 1), ActivatorUtil.default_activator())
self.setData(self.index(row, 2), 0.0)
for i in range(3, self.columnCount()):
self.setData(self.index(row, i), self._random_input_weight())
