def output_step_scan(self, dummy, new_state):
if self.dale_ratio:
new_output = tf.matmul(
tf.nn.relu(new_state),
tf.matmul(
tf.abs(self.W_out) * self.output_Connectivity,
self.Dale_out,
name="in_2"),
transpose_b=True, name="3")\
+ self.b_out
else:
new_output = tf.matmul(tf.nn.relu(new_state), self.W_out * self.output_Connectivity,
transpose_b=True, name="3") + self.b_out
return new_output
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