def setup_2_layers_4_units_ff_net():
configure_scheduling()
pynnn.setup()
Tns.p1 = pynnn.Population(4,
pynnn.IF_curr_alpha,
structure=pynnn.space.Grid2D())
Tns.p2 = pynnn.Population(4,
pynnn.IF_curr_alpha,
structure=pynnn.space.Grid2D())
Tns.prj1_2 = pynnn.Projection(
Tns.p1,
Tns.p2,
pynnn.AllToAllConnector(allow_self_connections=False),
target='excitatory')
Tns.prj1_2.set("weight", 1)
Tns.max_weight = 34
Tns.rore1_update_p = 10
Tns.rore1_win_width = 200
Tns.rore2_update_p = 10
Tns.rore2_win_width = 200
Tns.rore1 = RectilinearOutputRateEncoder(Tns.p1, 2, 2, Tns.rore1_update_p,
Tns.rore1_win_width)
Tns.rore2 = RectilinearOutputRateEncoder(Tns.p2, 2, 2, Tns.rore2_update_p,
Tns.rore2_win_width)
common.pynn_utils.POP_ADAPT_DICT[(
Tns.p1, common.pynn_utils.RectilinearOutputRateEncoder)] = Tns.rore1
common.pynn_utils.POP_ADAPT_DICT[(
Tns.p2, common.pynn_utils.RectilinearOutputRateEncoder)] = Tns.rore2
enable_recording(Tns.p1, Tns.p2)
schedule_output_rate_calculation(Tns.p1)
schedule_output_rate_calculation(Tns.p2)
def setup_2_layers_4_units_ff_net():
configure_scheduling()
pynnn.setup()
Tns.p1 = pynnn.Population(4, pynnn.IF_curr_alpha,
structure=pynnn.space.Grid2D())
Tns.p2 = pynnn.Population(4, pynnn.IF_curr_alpha,
structure=pynnn.space.Grid2D())
Tns.prj1_2 = pynnn.Projection(
Tns.p1, Tns.p2, pynnn.AllToAllConnector(allow_self_connections=False),
target='excitatory')
Tns.prj1_2.set("weight", 1)
Tns.max_weight = 34
Tns.rore1_update_p = 10
Tns.rore1_win_width = 200
Tns.rore2_update_p = 10
Tns.rore2_win_width = 200
Tns.rore1 = RectilinearOutputRateEncoder(Tns.p1, 2, 2,
Tns.rore1_update_p,
Tns.rore1_win_width)
Tns.rore2 = RectilinearOutputRateEncoder(Tns.p2, 2, 2,
Tns.rore2_update_p,
Tns.rore2_win_width)
common.pynn_utils.POP_ADAPT_DICT[(Tns.p1,
common.pynn_utils.RectilinearOutputRateEncoder)] = Tns.rore1
common.pynn_utils.POP_ADAPT_DICT[(Tns.p2,
common.pynn_utils.RectilinearOutputRateEncoder)] = Tns.rore2
enable_recording(Tns.p1, Tns.p2)
schedule_output_rate_calculation(Tns.p1)
schedule_output_rate_calculation(Tns.p2)
def setup_2_layers_ff_net():
configure_scheduling()
setup_registered_rectinilinear_ouput_rate_encoders()
enable_recording(Tns.p1, Tns.p2)
schedule_output_rate_calculation(Tns.p1)
schedule_output_rate_calculation(Tns.p2)
def setup_2_layers_ff_net():
configure_scheduling()
setup_registered_rectinilinear_ouput_rate_encoders()
enable_recording(Tns.p1, Tns.p2)
schedule_output_rate_calculation(Tns.p1)
schedule_output_rate_calculation(Tns.p2)
