def send_synapse(
self,
pre_domain_index, pre_layer_index, pre_neuron_address,
post_layer_index, post_x, post_y):
"""
Обрабатываем информацию о синапсе из другого домена
self == post_domain
"""
pre_domain = self.net.domains[pre_domain_index]
pre_layer = pre_domain.layers[pre_layer_index]
post_layer = self.layers[post_layer_index]
local_pre_neuron_address \
= self.receiver_index.get_local_address(
pre_domain_index, pre_neuron_address)
# create IS_RECEIVER neuron
if not local_pre_neuron_address:
self.remote_neuron_address += 1
# add pre_neuron to domain.remote_neurons_metadata if not added (use
# create_neuron function)
create_neuron(self.remote_neuron_address,
self.remote_neurons_metadata,
pre_layer,
pre_layer_index)
# get local_pre_neuron_address
local_pre_neuron_address = self.remote_neurons_metadata.level \
.to_address(self.remote_neuron_address, 0)
if not self.receiver_index.add(
local_pre_neuron_address,
pre_domain_index,
pre_neuron_address
):
self.stat_inc('receiver_index_again')
local_pre_neuron_receiver_index = self.receiver_index.pos
# set IS_RECEIVER flag to pre_neuron
self.remote_neurons_metadata.flags[self.remote_neuron_address] \
|= IS_RECEIVER
# send local_pre_neuron_address back to source domain (pre_domain)
pre_domain.send_receiver_index(self.index, pre_neuron_address,
local_pre_neuron_address,
local_pre_neuron_receiver_index)
self.stat_inc('total_receiver_neurons')
self.stat_set('send_synapse_time', datetime.datetime.utcnow())
# get synapse_address
self.synapse_address += 1
self.connect_neurons(
local_pre_neuron_address,
post_layer.neurons_metadata.level.to_address(
post_x - post_layer.x,
post_y - post_layer.y
),
self.synapse_address
)
def create_neurons(self):
"""
Создание слоя нейронов в ранее выделенном для этого векторе
"""
for i in xrange(self.length):
create_neuron(i, self.neurons_metadata, self, self.layer_metadata.address)
