Difference between deeper and wider neural networks
25406
What is the difference between a neural network and a deep neural network, and why do the deep ones work better?
56397
Why do smaller weights result in simpler models in regularization?
66728
What are good initial weights in a neural network?
79824
Varied Activation Functions in Neural Networks
28095
Why does a bigger sensor lead to a shallower depth of field?
133566
Deep Neural Network weight initialization
80149
What is the difference between 'regular' linear regression and deep learning linear regression?
12304
State-of-the-art algorithms for the training of neural networks with GRU or LSTM units
10993
What should I do when my neural network doesn't generalize well?
95485
Does ReLU layer work well for a shallow network?
149346
What are the differences between Ridge regression using R's glmnet and Python's scikit-learn?
38075
What is the trade-off between batch size and number of iterations to train a neural network?
79991
Why second order SGD convergence methods are unpopular for deep learning?
38573
Back-propagation through max pooling layers
86077
A few clarifications regarding convolutional neural networks
59635
Stochastic gradient descent Vs Mini-batch size 1
74904
Random initialization/order in neural network — bias or variance?