I001

balanced_random/balanced_random.py

@@ -14,9 +14,9 @@
 
 import matplotlib.pyplot as pylab
 import numpy
+import pyNN.spiNNaker as p
 from pyNN.random import RandomDistribution
 from pyNN.utility.plotting import Figure, Panel
-import pyNN.spiNNaker as p
 
 p.setup(timestep=0.1)
 p.set_number_of_neurons_per_core(p.IF_curr_exp, 64)

balanced_random/split/balanced_random_split.py

@@ -12,11 +12,11 @@
 # See the License for the specific language governing permissions and
 # limitations under the License.
 
-import pylab
 import numpy
+import pylab
+import pyNN.spiNNaker as p
 from pyNN.random import RandomDistribution
 from pyNN.utility.plotting import Figure, Panel
-import pyNN.spiNNaker as p
 
 p.setup(timestep=0.1)
 p.set_number_of_neurons_per_core(p.IF_curr_exp, 64)

examples/current_injection_example.py

@@ -29,9 +29,9 @@
 
 """
 
+import matplotlib.pyplot as plt
 import pyNN.spiNNaker as sim
 from pyNN.utility.plotting import Figure, Panel
-import matplotlib.pyplot as plt
 from quantities import mV
 
 sim.setup(timestep=1.0)

examples/external_devices_examples/live_examples/balanced_random_live_rate.py

@@ -13,6 +13,7 @@
 # limitations under the License.
 
 import time
+
 import numpy
 import pylab
 import pyNN.spiNNaker as p

examples/external_devices_examples/live_examples/spike_io.py

@@ -15,9 +15,10 @@
 import random
 import time
 from threading import Condition
+
+import matplotlib.pyplot as plt
 import pyNN.spiNNaker as Frontend
 from pyNN.utility.plotting import Figure, Panel
-import matplotlib.pyplot as plt
 
 ###################################
 # Setup for Live Input and Output #

examples/external_devices_examples/live_examples/spike_io_interactive_demo_with_c_vis.py

@@ -14,9 +14,10 @@
 
 import multiprocessing
 import tkinter as tk
+
+import matplotlib.pyplot as plt
 import pyNN.spiNNaker as Frontend
 from pyNN.utility.plotting import Figure, Panel
-import matplotlib.pyplot as plt
 
 
 class PyNNScript(object):

examples/external_devices_examples/live_examples/synfire_if_curr_exp_live.py

@@ -13,11 +13,11 @@
 # limitations under the License.
 
 # Standard PyNN imports
+import matplotlib.pyplot as plt
 import pyNN.spiNNaker as p
 
 # pynn plotting stuff
 from pyNN.utility.plotting import Figure, Panel
-import matplotlib.pyplot as plt
 
 # Define a synfire chain as usual
 p.setup(timestep=1.0, min_delay=1.0)

examples/external_devices_examples/pushbot_light_follower.py

@@ -18,7 +18,6 @@
 import numpy
 import pyNN.spiNNaker as p
 
-
 ###########################################
 #  Connection and simulation specifications
 ###########################################

examples/extra_models_examples/IF_cond_exp_stoc.py

@@ -28,10 +28,10 @@
 $Id$
 """
 
+import matplotlib.pyplot as plt
 import pylab
 import pyNN.spiNNaker as sim
 from pyNN.utility.plotting import Figure, Panel
-import matplotlib.pyplot as plt
 
 
 def run_script(*, split: bool = False) -> None:

examples/extra_models_examples/IF_curr_delta.py

@@ -17,9 +17,9 @@
 and two delta, current-based synapses, fed by two spike sources.
 """
 
+import matplotlib.pyplot as plt
 import pyNN.spiNNaker as sim
 from pyNN.utility.plotting import Figure, Panel
-import matplotlib.pyplot as plt
 
 sim.setup(timestep=0.1, min_delay=0.1)
 

examples/extra_models_examples/IF_curr_exp_ca2_adaptive.py

@@ -21,8 +21,9 @@
 # doi:10.1023/A:1008916026143
 # -----------------------------------------------------------------------------
 import math
-import numpy
+
 import matplotlib.pyplot as pylab
+import numpy
 import pyNN.spiNNaker as sim
 
 

examples/extra_models_examples/IF_curr_exp_sEMD.py

@@ -19,8 +19,8 @@
 """
 
 # imports
-import pyNN.spiNNaker as p
 import matplotlib.pyplot as plt
+import pyNN.spiNNaker as p
 from pyNN.utility.plotting import Figure, Panel
 
 

examples/extra_models_examples/LGN_Izhikevich.py

@@ -41,13 +41,14 @@
 """
 
 import math
-import pyNN.spiNNaker as p
+
+import matplotlib.pyplot as plt
 import numpy as np
-from pyNN.random import RandomDistribution, NumpyRNG
+import pyNN.spiNNaker as p
+from pyNN.random import NumpyRNG, RandomDistribution
 
 # for plotting
 from pyNN.utility.plotting import Figure, Panel
-import matplotlib.pyplot as plt
 
 # pylint: disable=pointless-string-statement,disable=wrong-spelling-in-comment
 

examples/extra_models_examples/stdp_associative_memory.py

@@ -16,9 +16,10 @@
 Simple Associative Memory
 """
 import matplotlib.pyplot as plt
-from pyNN.random import NumpyRNG, RandomDistribution
 import pyNN.spiNNaker as p
+from pyNN.random import NumpyRNG, RandomDistribution
 from pyNN.utility.plotting import Figure, Panel
+
 # pylint: disable=wrong-spelling-in-comment
 
 p.setup(timestep=1.0, min_delay=1.0)

examples/extra_models_examples/stdp_example_izk_cond.py

@@ -49,9 +49,9 @@
 April 2013
 """
 
+import matplotlib.pyplot as plt
 import pyNN.spiNNaker as sim
 from pyNN.utility.plotting import Figure, Panel
-import matplotlib.pyplot as plt
 
 # SpiNNaker setup
 sim.setup(timestep=0.1, min_delay=1.0)

examples/extra_models_examples/stdp_mad_recurrent_pre_stochastic_multiplicative.py

@@ -18,6 +18,7 @@
 import matplotlib.pyplot as plt
 import pyNN.spiNNaker as p
 from pyNN.utility.plotting import Figure, Panel
+
 # pylint: disable=wrong-spelling-in-comment
 
 p.setup(timestep=1.0, min_delay=1.0)

examples/extra_models_examples/stdp_triplet.py

@@ -13,7 +13,6 @@
 # limitations under the License.
 
 import matplotlib.pyplot as pylab
-
 import pyNN.spiNNaker as sim
 
 # pylint: disable=wrong-spelling-in-comment

examples/extra_models_examples/synfire_if_curr_dual_exp.py

@@ -15,9 +15,9 @@
 """
 Synfirechain-like example
 """
+import matplotlib.pyplot as plt
 import pyNN.spiNNaker as p
 from pyNN.utility.plotting import Figure, Panel
-import matplotlib.pyplot as plt
 
 
 def run_script(*, split: bool = False) -> None:

examples/extra_models_examples/vogels_2011.py

@@ -13,9 +13,11 @@
 # limitations under the License.
 import os
 from typing import Optional
-import pyNN.spiNNaker as sim
-import numpy
+
 import matplotlib.pyplot as pylab
+import numpy
+import pyNN.spiNNaker as sim
+
 from spynnaker.pyNN.utilities import neo_convertor
 
 # how much slowdown to put into the network to allow it to run without any

examples/hbp_neuroguidebook_example.py

@@ -17,8 +17,8 @@
 (example used in the HBP Neuromorphic Computing Guidebook)
 """
 
-import numpy as np
 import matplotlib.pyplot as plt
+import numpy as np
 import pyNN.spiNNaker as sim
 
 sim.setup(timestep=1.0, min_delay=1.0)

examples/if_curr_alpha.py

@@ -11,9 +11,9 @@
 # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
 # See the License for the specific language governing permissions and
 # limitations under the License.
+import matplotlib.pyplot as plt
 import pyNN.spiNNaker as p
 import pyNN.utility.plotting as plot
-import matplotlib.pyplot as plt
 
 
 def run_script(*, split: bool = True) -> None:

examples/if_curr_delta.py

@@ -17,9 +17,9 @@
 and two delta, current-based synapses, fed by two spike sources.
 """
 
+import matplotlib.pyplot as plt
 import pyNN.spiNNaker as sim
 from pyNN.utility.plotting import Figure, Panel
-import matplotlib.pyplot as plt
 
 sim.setup(timestep=1.0, min_delay=1.0)
 

examples/partitioner_examples/splitter_usage.py

@@ -11,14 +11,18 @@
 # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
 # See the License for the specific language governing permissions and
 # limitations under the License.
+import matplotlib.pyplot as plt
 import pyNN.spiNNaker as p
 from pyNN.utility.plotting import Figure, Panel
-import matplotlib.pyplot as plt
+
+from pacman.model.partitioner_splitters import SplitterFixedLegacy
 from pacman.model.partitioner_splitters import (
     SplitterOneToOneLegacy as OneToOneSplitter,
-    SplitterFixedLegacy)
+)
+
 from spynnaker.pyNN.extra_algorithms.splitter_components import (
-    SplitterPopulationVertexFixed)
+    SplitterPopulationVertexFixed,
+)
 
 runtime = 1000
 n_neurons = 100  # number of neurons in each population

examples/pynnBrunnel.py

@@ -12,9 +12,8 @@
 # See the License for the specific language governing permissions and
 # limitations under the License.
 
-import pyNN.spiNNaker as pynn
-
 import matplotlib.pyplot as plt
+import pyNN.spiNNaker as pynn
 from pyNN.random import RandomDistribution
 from pyNN.utility.plotting import Figure, Panel
 

examples/simple_STDP.py

@@ -29,11 +29,12 @@
 so some alteration of parameters is necessary to get a similar effect.
 """
 
+import matplotlib.pyplot as plt
 import numpy
 import pyNN.spiNNaker as sim
+
 # from quantities import ms
-from pyNN.utility.plotting import Figure, Panel, DataTable
-import matplotlib.pyplot as plt
+from pyNN.utility.plotting import DataTable, Figure, Panel
 
 # === Parameters ============================================================
 

examples/spike_time_compare.py

@@ -15,9 +15,9 @@
 # A simple script that compares the spikes from two inputs to determine if
 # one spiked just before or after the other.
 
+import matplotlib.pyplot as plt
 import pyNN.spiNNaker as sim
 import pyNN.utility.plotting as plot
-import matplotlib.pyplot as plt
 
 sim.setup(timestep=1.0)
 

examples/split_examples/pynnBrunnelSplit.py

@@ -12,9 +12,8 @@
 # See the License for the specific language governing permissions and
 # limitations under the License.
 
-import pyNN.spiNNaker as pynn
-
 import matplotlib.pyplot as plt
+import pyNN.spiNNaker as pynn
 from pyNN.random import RandomDistribution
 from pyNN.utility.plotting import Figure, Panel
 

examples/split_examples/stdp_neuromodulated_example_split.py

@@ -26,8 +26,8 @@
 post-synaptic neurons to the same stimuli.
 """
 
-import pyNN.spiNNaker as sim
 import pylab
+import pyNN.spiNNaker as sim
 
 timestep = 1.0
 stim_rate = 50

examples/split_examples/structural_plasticity_with_stdp_neuromodulated.py

@@ -31,9 +31,9 @@
 STDP, structural plasticity and neuron instructions would not fit on one core
 """
 
-import pyNN.spiNNaker as sim
-import pylab
 import numpy as np
+import pylab
+import pyNN.spiNNaker as sim
 
 timestep = 1.0
 stim_rate = 50

examples/split_examples/va_benchmark_split.py

@@ -27,12 +27,12 @@
 August 2006
 """
 import socket
+
+import matplotlib.pyplot as plt
 import pyNN.spiNNaker as p
 from pyNN.random import RandomDistribution
 from pyNN.utility import Timer
 from pyNN.utility.plotting import Figure, Panel
-import matplotlib.pyplot as plt
-
 
 simulator_name = 'spiNNaker'
 benchmark = 'CUBA'

examples/stdp_example.py

@@ -42,9 +42,9 @@
 
 April 2013
 """
+import matplotlib.pyplot as plt
 import pyNN.spiNNaker as sim
 from pyNN.utility.plotting import Figure, Panel
-import matplotlib.pyplot as plt
 
 # SpiNNaker setup
 sim.setup(timestep=1.0, min_delay=1.0)

examples/stdp_example_cond.py

@@ -42,9 +42,9 @@
 
 April 2013
 """
+import matplotlib.pyplot as plt
 import pyNN.spiNNaker as sim
 from pyNN.utility.plotting import Figure, Panel
-import matplotlib.pyplot as plt
 
 # SpiNNaker setup
 sim.setup(timestep=1.0, min_delay=1.0)

examples/stdp_example_izk.py

@@ -49,9 +49,9 @@
 April 2013
 """
 
+import matplotlib.pyplot as plt
 import pyNN.spiNNaker as sim
 from pyNN.utility.plotting import Figure, Panel
-import matplotlib.pyplot as plt
 
 # SpiNNaker setup
 sim.setup(timestep=0.1, min_delay=1.0)

examples/stdp_neuromodulated_example.py

@@ -26,8 +26,8 @@
 post-synaptic neurons to the same stimuli.
 """
 
-import pyNN.spiNNaker as sim
 import pylab
+import pyNN.spiNNaker as sim
 
 timestep = 1.0
 stim_rate = 50