3.7 Plot the output of each neuron in the input layer¶
Now we can plot the output of each neuron in the input layer
In [22]:
plt.figure(figsize =(8,8))
# First neuron, input layer
plt.subplot(231)
plt.title('First neuron hidden layer 1')
plt.scatter(result[:, 0], result[:, 1], c= out11.reshape(-1), cmap=cm.coolwarm)
# Second neuron, input layer
plt.subplot(232)
plt.title('Second neuron hidden layer 1')
plt.scatter(result[:, 0], result[:, 1], c= out12.reshape(-1), cmap=cm.coolwarm)
# Third neuron, input layer
plt.subplot(233)
plt.title('Third neuron hidden layer 1')
plt.scatter(result[:, 0], result[:, 1], c= out13.reshape(-1), cmap=cm.coolwarm)
# Fourth neuron, input layer
plt.subplot(234)
plt.title('Fourth neuron hidden layer 1')
plt.scatter(result[:, 0], result[:, 1], c= out14.reshape(-1), cmap=cm.coolwarm)
# Fifth neuron, input layer
plt.subplot(235)
plt.title('Fifth neuron hidden layer 1')
plt.scatter(result[:, 0], result[:, 1], c= out15.reshape(-1), cmap=cm.coolwarm)
# Sixth neuron, input layer
plt.subplot(236)
plt.title('Sixth neuron hidden layer 1')
plt.scatter(result[:, 0], result[:, 1], c= out16.reshape(-1), cmap=cm.coolwarm)
Out[22]:
