In the default mode (stateful = False) in Keras' LSTM implementation, all samples in a batch are independent and the state is not propagated from one sample to the next. As per my understanding, in...

This is the exact code I'm running with Keras and TensorFlow as a back end. For each run with the same program, the training results are different. Some times it gets 100% accuracy in 400th iterati...

Currently I'm learning about neural networks and I'm trying to create an application that can be trained to recognize handwritten characters. For this problem I use a feed-forward neural net...

I was wondering: in a multi-layer feed-forward neural network should the input layer include a bias neuron, or this is just useful in hidden layers? If so, why?