All Questions
Tagged with hyper-parameters artificial-neuron
3 questions
1
vote
1
answer
124
views
Why one unit in the layers of neural network is not enough?
In a deep connected network, when every unit gets all the input features(X) so it has one parameter for every feature and every unit tweaks its parameters for loss optimization. What if we use only ...
- 111
5
votes
2
answers
270
views
In a neural network, by how much does the number of neurons typically vary from layer to layer?
In a neural network, by how much does the number of neurons typically vary from layer to layer?
Note that I am NOT asking how to find the optimal number of neurons per layer.
As a hardware design ...
33
votes
4
answers
2k
views
How to find the optimal number of neurons per layer?
When you're writing your algorithm, how do you know how many neurons you need per single layer? Are there any methods for finding the optimal number of them, or is it a rule of thumb?
- 10.5k