def clique_locations(self, count, wVal):
"""Return the locations of cliques of a given size"""
self.rewind()
x = []
y = []
h = np.zeros(1 + self.patchSize, dtype=int)
for k in range(self.numPatches):
b = self.next_patch_bytes()
if len(b) == self.patchSize:
csize = self.clique_size(b, wVal)
if csize == count:
nxg = self.nxGlobal
nyg = self.nyGlobal
nxb = self.nxprocs
nyb = self.nyprocs
kx = conv.kxBlockedPos(k, nxg, nyg, self.nf, nxb, nyb)
ky = conv.kyBlockedPos(k, nxg, nyg, self.nf, nxb, nyb)
x.append(kx)
y.append(ky)
return np.array([x, y])
def clique_locations(self, count, wVal):
"""Return the locations of cliques of a given size"""
self.rewind()
x = []
y = []
h = np.zeros(1 + self.patchSize, dtype=int)
for k in range(self.numPatches):
b = self.next_patch_bytes()
if len(b) == self.patchSize:
csize = self.clique_size(b, wVal)
if csize == count:
nxg = self.nxGlobal
nyg = self.nyGlobal
nxb = self.nxprocs
nyb = self.nyprocs
kx = conv.kxBlockedPos(k, nxg, nyg, self.nf, nxb, nyb)
ky = conv.kyBlockedPos(k, nxg, nyg, self.nf, nxb, nyb)
x.append(kx)
y.append(ky)
return np.array([x,y])
count = int(sys.argv[2])
if len(sys.argv) >= 4:
w_split_val = int(sys.argv[3])
w = rw.PVReadWeights(sys.argv[1])
for k in range(w.numPatches):
b = w.next_patch_bytes()
csize = w.clique_size(b, count)
if csize == count:
nxg = w.nxGlobal
nyg = w.nyGlobal
nxb = w.nxprocs
nyb = w.nyprocs
kx = conv.kxBlockedPos(k, nxg, nyg, w.nf, nxb, nyb)
ky = conv.kyBlockedPos(k, nxg, nyg, w.nf, nxb, nyb)
l = w.clique_locations(count, w_split_val)
print "number of neurons is ", len(l[0,:])
if len(l[0,:]) < 100: print l
fig = plt.figure()
ax = fig.add_subplot(111, axisbg='darkslategray')
ax.plot(l[0,:], l[1,:], 'o', color='y')
ax.set_xlabel('KX GLOBAL')
ax.set_ylabel('KY GLOBAL')
ax.set_title('Location of cliques of size ' + str(count))