Top "Bias-neuron" questions

Why the BIAS is necessary in ANN? Should we have separate BIAS for each layer?

I want to make a model which predicts the future response of the input signal, the architecture of my network …

machine-learning neural-network bias-neuron
Does bias in the convolutional layer really make a difference to the test accuracy?

I understand that bias are required in small networks, to shift the activation function. But in the case of Deep …

python tensorflow deep-learning conv-neural-network bias-neuron
Zero initialiser for biases using get_variable in tensorflow

A code I'm modifying is using tf.get_variable for weight variables, and tf.Variable for bias initialisation. After some …

machine-learning initialization tensorflow bias-neuron zero-initialization
Initial bias values for a neural network

I am currently building a CNN in tensorflow and I am initialising my weight matrix using a He normal weight …

machine-learning tensorflow bias-neuron
Should there be one bias per layer or one bias for each node?

I am looking to implement a generic neural network, with 1 input layer consisting of input nodes, 1 output layer consisting of …

neural-network artificial-intelligence bias-neuron