Questions tagged [bias]

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Why my classification results are correlated with the proportionality of my data?

I'm facing a problem. I'm working on mixed data model with NN (MLP & Word Embedding). My results are not pretty good. And I observed that the proportionality of my data are corelated with my ...
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Does the number of biases in a Convolutional layer scale with the number of images?

I am convolving 32 grey scale images of size 28 x28 with 16 filters of size 5x5. Which of the following is the correct way to add biases to the convolution operation output? add 1 scalar value bias ...
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Not able to understand Pytorch Tensor (Weight & Biases) Size for Linear Regression

Below are the two tensors ...
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Bias equal to 1 and neuron output equal to -1 in neural networks

I have read that bias in neural networks is used to avoid situation in which output of neuron is equal to 0. But what if the same output is equal to -1 and we add 1 to it? Isn't it the same issue as ...
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Can we change bias and control the output of neural network?

I have read the use of Targeted Adversarial Attacks for making the model perform better. But can we change the bias of the neural networks and control the outcome of the network rather than changing ...
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How is the bias added after the convolution in a CNN?

I'm having trouble understanding how bias is added to the feature extraction convolution. I've seen people either refer to the bias as a single number that changes per filter or the whole matrix that ...
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Why do neural networks have bias units?

Why do neural networks have bias units? Why is it sometimes okay to opt them out?
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