import tensorflow as tf

            # Input weight matrix:
            # (uniform initialization as in pycog)
            self.W_in = \
                tf.get_variable('W_in', [N_rec, N_in],
                                initializer=W_in_initializer,
                                trainable=self.W_in_train)
