Numpy matrix binarization using only one expression

We may consider np.where:

np.where(a>threshold, upper, lower)
Out[6]: 
array([[0, 1, 1, 1],
       [1, 1, 0, 1],
       [0, 1, 0, 1],
       [1, 0, 0, 1]])