for i, clim in enumerate([[-2,2], [-50,50], [-0.6,0.6]]):
images[i].set_clim(clim)
args=[[axs[0],axs[1],axs[2]],
['', '', 'Coher./weight'],
[images[0],images[1],images[2]],
[{'nbins':2, 'x_scale':1.03},
{'nbins':3, 'x_scale':1.03},
{'nbins':3, 'x_scale':1.03}]]
for ax, label, im, k in zip(*args):
set_colormap(ax, im, label,**k)
axs[1].text(1.12, 0.9, 'Rate/weight',
transform=axs[1].transAxes,
rotation=270)
axs[0].my_remove_axis(xaxis=True, yaxis=False,keep_ticks=True)
axs[1].my_remove_axis(xaxis=True, yaxis=False,keep_ticks=True)
save_figures([fig], (__file__.split('/')[-1][0:-3]
+'/data'), dpi=200)
import pylab
pylab.show()
transform=axs[i].transAxes,
horizontalalignment='center')
axs[9].text( 0.5, -0.65, 'Action pool activation',
transform=axs[9].transAxes,
horizontalalignment='center')
labels= ['Only D1',
'D1 & D2',
r'No MSN$\to$MSN',
r'No FSN$\to$MSN',
r'No $GPe_{TA}$$\to$MSN']
for i, s in enumerate(labels):
axs[i].text(k.get('cohere_ylabel_ypos', -0.1),
0.5,
s,
transform=axs[i].transAxes,
horizontalalignment='right',
rotation=0,
fontsize=5)
for i, ax in enumerate(axs):
ax.set_xlabel('')
ax.set_ylabel('')
ax.tick_params(axis='both', which='major', labelsize=7*scale)
ax.my_remove_axis(xaxis=True, yaxis=True,keep_ticks=True)
save_figures(figs, __file__.split('/')[-1][0:-3]+'/data', dpi=200)
pylab.show()
# 0.01, box.height*0.8]
# axColor=pylab.axes(pos)
# cbar=pylab.colorbar(sm, cax=axColor, ticks=range(len(ln)))
#
# cbar.ax.tick_params( length=1, )
# cbar.ax.set_yticklabels(ln)
#
# ax.text(1.32, 0.5, r'Fan in $TA,TI\to TA$ (#)',
# transform=ax.transAxes, va='center', rotation=270)
#
# ax.set_xlabel(r'Angle (rad)')
# ax.set_ylabel('Norm. count TI-TA')
# ax.my_set_no_ticks(xticks=4)
# ax.my_set_no_ticks(yticks=4)
# ax.set_ylim([0,0.31])
#
# for ax in axs:
# ax.tick_params(direction='out',
# length=2,
# width=0.5,
# pad=0.01,
# top=False, right=False
# )
save_figures([fig], script_name, dpi=400)
pylab.show()
# ax.set_yticklabels(fontsize=20)
ax.set_xticks([1, 1.5, 2, 2.5, 3])
ax.set_yticks([1, 1.5, 2, 2.5, 3])
if i == 4:
ax.text(
1.05,
-.37,
'Cortical input action 1',
horizontalalignment='center',
transform=axs[i].transAxes,
# fontsize=20
)
ax.set_xticks([1, 1.5, 2, 2.5])
# ax.set_xticklabels(['1.0','1.5','2.0','2.5'])
if i == 2:
ax.set_ylabel('Cortical input action 2',
# fontsize=20
)
axs[0].my_remove_axis(xaxis=True, yaxis=False, keep_ticks=True)
axs[1].my_remove_axis(xaxis=True, yaxis=True, keep_ticks=True)
axs[2].my_remove_axis(xaxis=True, yaxis=False, keep_ticks=True)
axs[3].my_remove_axis(xaxis=True, yaxis=True, keep_ticks=True)
axs[4].my_remove_axis(xaxis=False, yaxis=False, keep_ticks=True)
axs[5].my_remove_axis(xaxis=False, yaxis=True, keep_ticks=True)
save_figures(figs, __file__.split('/')[-1][0:-3] + '/data', dpi=200)
pylab.show()
# sm._A = []
#
# box = ax.get_position()
# pos=[box.x0+1.03*box.width, box.y0+box.height*0.1,
# 0.01, box.height*0.8]
# axColor=pylab.axes(pos)
# cbar=pylab.colorbar(sm, cax=axColor, ticks=range(len(ln)))
#
# cbar.ax.tick_params( length=1, )
# cbar.ax.set_yticklabels(ln)
#
# ax.text(1.32, 0.5, r'Fan in $TA,TI\to TA$ (#)',
# transform=ax.transAxes, va='center', rotation=270)
#
# ax.set_xlabel(r'Angle (rad)')
# ax.set_ylabel('Norm. count TI-TA')
# ax.my_set_no_ticks(xticks=4)
# ax.my_set_no_ticks(yticks=4)
# ax.set_ylim([0,0.31])
#
# for ax in axs:
# ax.tick_params(direction='out',
# length=2,
# width=0.5,
# pad=0.01,
# top=False, right=False
# )
save_figures([fig], script_name, dpi=400)
pylab.show()
for i, ax in enumerate(axs):
ax.set_xlabel('Input action 2')
ax.set_ylabel('Input action 1')
ax.legend(['Dual selection',
'Selection',
'No selection'],
# ncol=1,
scatterpoints=1,
frameon=False,
labelspacing=0.1,
handletextpad=0.1,
columnspacing=0.3,
bbox_to_anchor=(1.5, 1.95),
markerscale=1.5
)
# ax.set_xticks([1.2, 1.8, 2.4, 3.0])
ax.set_xticks([1,2,3])
ax.set_yticks([1,2,3])
ax.tick_params(direction='out',
length=1.5,
width=0.5,
top=False, right=False
)
ax.tick_params(pad=2)
script_name=(__file__.split('/')[-1][0:-3]+'/data')
save_figures(figs, script_name, dpi=400)
pylab.show()
# tick_locator = ticker.MaxNLocator(nbins=4)
# cbar.locator = tick_locator
# cbar.update_ticks()
for i, ax in enumerate(axs):
ax.set_xlabel('Input action 2')
ax.set_ylabel('Input action 1')
ax.legend(
['Dual selection', 'Selection', 'No selection'],
# ncol=1,
scatterpoints=1,
frameon=False,
labelspacing=0.1,
handletextpad=0.1,
columnspacing=0.3,
bbox_to_anchor=(1.5, 1.95),
markerscale=1.5)
# ax.set_xticks([1.2, 1.8, 2.4, 3.0])
ax.set_xticks([1, 2, 3])
ax.set_yticks([1, 2, 3])
ax.tick_params(direction='out',
length=1.5,
width=0.5,
top=False,
right=False)
ax.tick_params(pad=2)
script_name = (__file__.split('/')[-1][0:-3] + '/data')
save_figures(figs, script_name, dpi=400)
pylab.show()