Is Data Normalization absolutely required for training a neural network?
44904
Neural Networks input data normalization and centering
53204
Can weight decay be higher than learning rate
79824
Varied Activation Functions in Neural Networks
119698
Why are bias nodes used in neural networks?
31297
Why do we use ReLU in neural networks and how do we use it?
90206
Database Normalization
95555
Should I normalize word2vec's word vectors before using them?
121682
Standardize Training and Validation Data
9663
Is it a good practice to always scale/normalize data for machine learning?
59720
What are appropriate methods for preparing categorical features for recurrent networks to ensure efficient backpropagation?
6454
Perform feature normalization before or within model validation?
123017
How does a back-propagation training algorithm work?
111170
Testing large dataset for normality - how and is it reliable?
23761
When is unbalanced data really a problem in Machine Learning?
19626
Is normality testing 'essentially useless'?
41097
Is there any supervised-learning problem that (deep) neural networks obviously couldn't outperform any other methods?
145653
Balanced sampling for network training?