Back

Explore Courses Blog Tutorials Interview Questions
0 votes
2 views
in AI and Deep Learning by (50.2k points)

Is a Neural network with 2 input nodes, 2 hidden nodes and an output supposed to be able to solve the XOR problem provided there is no bias? Or can it get stuck?

1 Answer

0 votes
by (108k points)

There are more limitations to not having a bias. It's not possible to have XOR without a bias.

You cannot solve XOR without having a bias neuron, as it would require that you increase the number of hidden neurons to a minimum of 3 hidden neurons. In that case, the 3rd neuron basically acts as a bias neuron.

If you wish to know about Neural Network then visit this Neural Network Tutorial.

Welcome to Intellipaat Community. Get your technical queries answered by top developers!

30.5k questions

32.6k answers

500 comments

108k users

Browse Categories

...