def test_operators():
sig = Signal(np.array([0.0]), name="sig")
assert fnmatch(repr(TimeUpdate(sig, sig)), "<TimeUpdate at 0x*>")
assert fnmatch(repr(TimeUpdate(sig, sig, tag="tag")),
"<TimeUpdate 'tag' at 0x*>")
assert fnmatch(repr(Reset(sig)), "<Reset at 0x*>")
assert fnmatch(repr(Reset(sig, tag="tag")), "<Reset 'tag' at 0x*>")
assert fnmatch(repr(Copy(sig, sig)), "<Copy at 0x*>")
assert fnmatch(repr(Copy(sig, sig, tag="tag")), "<Copy 'tag' at 0x*>")
assert fnmatch(repr(ElementwiseInc(sig, sig, sig)),
"<ElementwiseInc at 0x*>")
assert fnmatch(repr(ElementwiseInc(sig, sig, sig, tag="tag")),
"<ElementwiseInc 'tag' at 0x*>")
assert fnmatch(repr(DotInc(sig, sig, sig)), "<DotInc at 0x*>")
assert fnmatch(repr(DotInc(sig, sig, sig, tag="tag")),
"<DotInc 'tag' at 0x*>")
assert fnmatch(repr(SimPyFunc(sig, lambda x: 0.0, True, sig)),
"<SimPyFunc at 0x*>")
assert fnmatch(
repr(SimPyFunc(sig, lambda x: 0.0, True, sig, tag="tag")),
"<SimPyFunc 'tag' at 0x*>",
)
assert fnmatch(repr(SimPES(sig, sig, sig, 0.1)), "<SimPES at 0x*>")
assert fnmatch(repr(SimPES(sig, sig, sig, 0.1, tag="tag")),
"<SimPES 'tag' at 0x*>")
assert fnmatch(repr(SimBCM(sig, sig, sig, sig, 0.1)), "<SimBCM at 0x*>")
assert fnmatch(repr(SimBCM(sig, sig, sig, sig, 0.1, tag="tag")),
"<SimBCM 'tag' at 0x*>")
assert fnmatch(repr(SimOja(sig, sig, sig, sig, 0.1, 1.0)),
"<SimOja at 0x*>")
assert fnmatch(repr(SimOja(sig, sig, sig, sig, 0.1, 1.0, tag="tag")),
"<SimOja 'tag' at 0x*>")
assert fnmatch(repr(SimVoja(sig, sig, sig, sig, 1.0, sig, 1.0)),
"<SimVoja at 0x*>")
assert fnmatch(
repr(SimVoja(sig, sig, sig, sig, 0.1, sig, 1.0, tag="tag")),
"<SimVoja 'tag' at 0x*>",
)
assert fnmatch(repr(SimRLS(sig, sig, sig, sig)), "<SimRLS at 0x*>")
assert fnmatch(
repr(SimRLS(sig, sig, sig, sig, tag="tag")),
"<SimRLS 'tag' at 0x*>",
)
assert fnmatch(repr(SimNeurons(LIF(), sig, {"sig": sig})),
"<SimNeurons at 0x*>")
assert fnmatch(
repr(SimNeurons(LIF(), sig, {"sig": sig}, tag="tag")),
"<SimNeurons 'tag' at 0x*>",
)
assert fnmatch(repr(SimProcess(WhiteNoise(), sig, sig, sig)),
"<SimProcess at 0x*>")
assert fnmatch(
repr(SimProcess(WhiteNoise(), sig, sig, sig, tag="tag")),
"<SimProcess 'tag' at 0x*>",
)
def __init__(self, dt=0.001, label=None, decoder_cache=NoDecoderCache()):
self.dt = dt
self.label = label
self.decoder_cache = decoder_cache
# Will be filled in by the network builder
self.toplevel = None
self.config = None
# Resources used by the build process
self.operators = []
self.params = {}
self.probes = []
self.seeds = {}
self.seeded = {}
self.sig = collections.defaultdict(dict)
self.sig['common'][0] = Signal(0., readonly=True, name='ZERO')
self.sig['common'][1] = Signal(1., readonly=True, name='ONE')
self.step = Signal(np.array(0, dtype=np.int64), name='step')
self.time = Signal(np.array(0, dtype=np.float64), name='time')
self.add_op(TimeUpdate(self.step, self.time))
self.build_callback = None
def __init__(self, dt=0.001, label=None, decoder_cache=None, builder=None):
self.dt = dt
self.label = label
self.decoder_cache = (NoDecoderCache()
if decoder_cache is None else decoder_cache)
# Will be filled in by the network builder
self.toplevel = None
self.config = None
# Resources used by the build process
self.operators = []
self.params = {}
self.probes = []
self.seeds = {}
self.seeded = {}
self.sig = collections.defaultdict(dict)
self.sig["common"][0] = Signal(np.array(0.0, dtype=rc.float_dtype),
readonly=True,
name="ZERO")
self.sig["common"][1] = Signal(np.array(1.0, dtype=rc.float_dtype),
readonly=True,
name="ONE")
self.step = Signal(np.array(0, dtype=rc.int_dtype), name="step")
self.time = Signal(np.array(0, dtype=rc.float_dtype), name="time")
self.add_op(TimeUpdate(self.step, self.time))
self.builder = Builder() if builder is None else builder
self.build_callback = None
def __init__(self, dt=0.001, label=None, decoder_cache=NoDecoderCache()):
self.dt = dt
self.label = label
self.decoder_cache = decoder_cache
# We want to keep track of the toplevel network
self.toplevel = None
# Builders can set a config object to affect sub-builders
self.config = None
# Resources used by the build process.
self.operators = []
self.params = {}
self.seeds = {}
self.probes = []
self.sig = collections.defaultdict(dict)
self.sig['common'][0] = Signal(0., readonly=True, name='ZERO')
self.sig['common'][1] = Signal(1., readonly=True, name='ONE')
self.step = Signal(np.array(0, dtype=np.int64), name='step')
self.time = Signal(np.array(0, dtype=np.float64), name='time')
self.add_op(TimeUpdate(self.step, self.time))
