Deep learning vs shallow learning

vasyl.delta · January 9, 2024, 9:43am

Could you please help me to understand
I did non grasp why shallower NN requires exponentially more units in the case of xor operation. As for me, xor operation for n values requires n operations, not 2^n.
Will be grateful for the answer.

My best regards, Vasyl.

Nydia · January 9, 2024, 10:01am

Hi,
can you please post this, in the course → week → video you are referring to?

TMosh · January 9, 2024, 4:52pm

I believe this thread is a duplicate.

paulinpaloalto · January 9, 2024, 5:11pm

Yes, this question was asked and answered on this other parallel thread.

Also note that other thread is correctly “tagged” with week 4, instead of week 1.

Topic		Replies	Views
Deep learning and shallow learning Neural Networks and Deep Learning week-4	6	396	January 13, 2024
How to understand circuit theory in Course 1 Week 4 Neural Networks and Deep Learning	3	618	October 25, 2021
Circuit theory-> shallow neural network example intuition Neural Networks and Deep Learning	4	680	August 29, 2024
Week 4: why exactly do you need 2^n hidden units for a n-fold exclusive XOR neural network? Neural Networks and Deep Learning	2	575	February 4, 2022
W4 circuit theory XOR example Neural Networks and Deep Learning	1	291	December 4, 2023

Deep learning vs shallow learning

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