Why are activation functions needed in neural networks?
77728
How does the Rectified Linear Unit (ReLU) activation function produce non-linear interaction of its inputs?
112504
How to set the number of neurons and layers in neural networks
77118
What did my neural network just learn? What features does it care about and why?
98554
Deep NNs, backpropagation and error calculation
93143
Why do we need autoencoders?
63655
Neural network with skip-layer connections
22203
Data normalization and standardization in neural networks
126373
Can we use MLE to estimate Neural Network weights?
91913
Neural Network: For Binary Classification use 1 or 2 output neurons?
114914
Bad performance with ReLU activation function on MNIST data set
102544
Why should one use EM vs. say, Gradient Descent with MLE?
7429
Why do neural network researchers care about epochs?
58402
Importance of the bias node in neural networks
94250
Comprehensive list of activation functions in neural networks with pros/cons
145300
A list of cost functions used in neural networks, alongside applications
123017
How does a back-propagation training algorithm work?
110124
When does decision tree perform better than the neural network?