tf.signal.fftshift

Shift the zero-frequency component to the center of the spectrum.

tf.signal.fftshift( x, axes=None, name=None )

This function swaps half-spaces for all axes listed (defaults to all). Note that y[0] is the Nyquist component only if len(x) is even.

For example:

x = tf.signal.fftshift([ 0., 1., 2., 3., 4., -5., -4., -3., -2., -1.]) x.numpy() # array([-5., -4., -3., -2., -1., 0., 1., 2., 3., 4.])

x Tensor, input tensor.
axes int or shape tuple, optional Axes over which to shift. Default is None, which shifts all axes.
name An optional name for the operation.

A Tensor, The shifted tensor.

numpy compatibility

Equivalent to numpy.fft.fftshift. https://docs.scipy.org/doc/numpy/reference/generated/numpy.fft.fftshift.html