Why 0 mean is desirable for data in neural networks?
39155
How and why do normalization and feature scaling work?
91230
Danger of setting all initial weights to zero in Backpropagation
119072
Neural network in MATLAB
54989
Why is binary cross entropy (or log loss) used in autoencoders for non-binary data
32548
On the importance of the i.i.d. assumption in statistical learning
139822
Does the universal approximation theorem for neural networks hold for any activation function?
58845
Neural networks output probability estimates?
4763
When generating samples using variational autoencoder, we decode samples from $N(0,1)$ instead of $\mu + \sigma N(0,1)$
91913
Neural Network: For Binary Classification use 1 or 2 output neurons?
75450
How does rectilinear activation function solve the vanishing gradient problem in neural networks?
14063
Is a non-negative random variable with zero mean almost surely zero?
43932
Does the recurrent neural network require the length of input samples all the same
66728
What are good initial weights in a neural network?
77118
What did my neural network just learn? What features does it care about and why?
22203
Data normalization and standardization in neural networks
21036
What is the minimum number of data points required for kernel density estimation?
14605
Why use gradient descent with neural networks?