How to change cell arrays to 3D arrays in order to speed up calculations?

1 view (last 30 days)
Hello, For example I have two cell arrays x {10}(20x5) non integer values and k {10}(5x1) integer values 1:5, and use one cell array as index to other array.
x1=cellfun(@(x,y) x(5,y),x,k, 'UniformOutput',false);
and result is x1 {10}(1x5), unfortunately cell fun is slow with gpuArray when working with bigger arrays, what would be the way to use 3D arrays and maybe arrayfun for this?
  1 Comment
Guillaume
Guillaume on 3 Jul 2018
Mantas Vaitonis's comment mistakenly posted as an answer moved here:
An example would be if
x(:,:,1)
1 8 10 2 5
3 5 7 9 11
4 5 2 3 7
12 10 4 6 2
9 7 10 1 3
.....
and k(:,:,1)
3
4
1
5
3
then x1(:,:1) would be
10 1 9 3 10

Sign in to comment.

Answers (1)

KL
KL on 2 Jul 2018
Edited: KL on 2 Jul 2018
Convert x into a 3d matrix using
x_mat = cat(3,x{:});
and then if you want to extract 5th row from all the pages,
x_mat(5,:,:) %squeeze(x_mat(5,:,:)) , if you want a 2D matrix
  1 Comment
Mantas Vaitonis
Mantas Vaitonis on 2 Jul 2018
It is not that only 5th row is needed, but columns indexes should be taken from k {10}(5x1) where integer values from 1 to 5, that x(5,k(:,1,:),:).

Sign in to comment.

Categories

Find more on Data Types in Help Center and File Exchange

Community Treasure Hunt

Find the treasures in MATLAB Central and discover how the community can help you!

Start Hunting!