def afterPG_1(self, cc):
act = self.getORNs(cc)
mu = misc.mean(act)
for i in range(len(act)):
act[i] -= mu
if act[i] < 0:
act[i] = 0
return act
def show_weights(self, excit):
if len(weights) == 0 or self.__show_freqs: return
self.__show_weights = True
self.__excit = excit
w = {}
for isec in range(len(self.apic)): w.update({ (1, 0, isec):[0] })
for ituft in range(len(self.tuft)):
for isec in range(len(self.tuft[ituft])): w.update({ (0, ituft, isec):[0] })
for gid in bindict.mgid_dict[self.mgid]:
if gid >= syn_gid_begin and gid % 2 == 0:
isec, x = bindict.gid_dict[gid][1:3]
if x >= 1:
iseg = len(self.dend[isec])-1
else:
iseg = int(x*len(self.dend[isec]))
if not excit: gid-=1
try:
wsym = weights[gid]
try:
w[(2, isec, iseg)].append(wsym)
except KeyError:
w.update({(2, isec, iseg):[wsym]})
except KeyError:
print 'gid %d not found' % gid
if excit:
max_steps = 0. + 2 * binspikes.sighalf_excit
else:
max_steps = 0. + 2 * binspikes.sighalf_inhib
for k, ws in w.items():
if self.weights_max:
_w = max(ws)
else:
_w = mean(ws)
w[k] = int(_w/max_steps*(len(palette)-1))
self.__set_segment(w)