def SimSpikingStimulus(N_INPUTS, **kwargs):
'''
Times must be sorted. ex: times = [0, 1, 2] ; scale = [1,0]
*poisson*: integer, output is a poisson process with mean data/poisson, scaled by *poisson*.
'''
# Generate input spike pattern
#ids,spkt,tp,p = genEmbeddedSpikePattern(N=N_INPUTS,
# rate=kwargs['f'],
# t=kwargs['t_sim'],
# pf=kwargs['pf'],
# pd=kwargs['tp'],
# target= 'mixed',
# NP=kwargs['NP'],
# jitter=kwargs['jitter'],
# target_patterns=['random',
# 'random',
# 'random',
# 'random']
# )
ids, spkt, tp, p, pds = genEmbeddedSpikePattern(N=N_INPUTS,
t=kwargs['t_sim'],
pf=kwargs['pf']*kwargs['NP'],
pd=50,
rate = kwargs['f'],
target=range(kwargs['NP']))
# Input spike pattern
stimSpk = np.concatenate([[ids],[spkt]]).T
stimSpk = stimSpk.astype(int)
SL = nsat.build_SpikeList(spkt, ids)
return SL, tp, p
def SimSpikingStimulus(N_INPUTS, **kwargs):
'''
Times must be sorted. ex: times = [0, 1, 2] ; scale = [1,0]
*poisson*: integer, output is a poisson process with mean data/poisson, scaled by *poisson*.
'''
ids, spkt, tp = genCoincidencePattern(N=N_INPUTS,
t=kwargs['t_sim'],
pf=kwargs['pf'],
rate=kwargs['f'],
Nf_co=0.1,
jitter=kwargs['jitter'])
# Input spike pattern
stimSpk = np.concatenate([[ids], [spkt]]).T
stimSpk = stimSpk.astype(int)
SL = nsat.build_SpikeList(spkt, ids)
add = SL.id_list().astype('i')
SL_shuffled = pyST.SpikeList(id_list=range(max(add)))
# g = np.arange(110)
np.random.shuffle(add)
for i, k in enumerate(add):
SL_shuffled[i] = SL[k]
return SL_shuffled, tp
cont = f.read()
size = int(len(cont) / 4)
return np.array(st.unpack('i' * size, cont))
if __name__ == '__main__':
cfg = pyNSATlib.ConfigurationNSAT(N_CORES=2,
N_INPUTS=[10, 10],
N_NEURONS=[512, 100],
N_STATES=[4, 2],
bm_rng=True,
ben_clock=True)
cfg.core_cfgs[0].W[:cfg.core_cfgs[0].n_inputs,
cfg.core_cfgs[0].n_inputs:] = 1
cfg.core_cfgs[0].CW[:cfg.core_cfgs[0].n_inputs,
cfg.core_cfgs[0].n_inputs:] = 1
cfg.core_cfgs[1].W[:cfg.core_cfgs[1].n_inputs,
cfg.core_cfgs[1].n_inputs:] = 1
cfg.core_cfgs[1].CW[:cfg.core_cfgs[1].n_inputs,
cfg.core_cfgs[1].n_inputs:] = 1
cfg.set_L1_connectivity({(0, 1): ((1, 0), (1, 1))})
SL1 = pyNSATlib.build_SpikeList(evs_time=[1, 2, 3], evs_addr=[5, 6, 7])
SL2 = pyNSATlib.build_SpikeList(evs_time=[2, 5, 1], evs_addr=[3, 9, 5])
evs = pyNSATlib.exportAER([SL1, SL2])
cfg.set_ext_events(evs)
c_nsat_writer = C_NSATWriter(cfg, path='/tmp/', prefix='test')
c_nsat_writer.write()