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Questions tagged [single-layer-perceptron]

Questions regarding single-layer perceptrons (specifically)

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Direct formula for calculating the optimum matrix which minimizes the perceptron error

Suppose we have a perceptron without bias and $f(x) = x$ as activation function and matrices $X,Y,W$ that input training data are columns of matrix $X$, $Y$ is targets matrix (columns are ordered with ...
hasanghaforian's user avatar
3 votes
2 answers
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Why is it believed that a single-layer perceptron can't solve XOR? Doesn't this example disprove that?

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Jaroslav Tavgen's user avatar
1 vote
2 answers
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Why this single layer perceptron for the add operation not learning the correct weights?

This might be unnecessary but to learn the basics of neural networks, I am trying to create a single perceptron neural network to solve the adding operation of 2 inputs ...
EEAH's user avatar
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2 answers
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Is sklearn using both a threshold and a bias term? [closed]

Reading this Can a neuron have both a bias and a threshold? has confused me, as it appears to be more common to use a threshold of 0 when using bias. But reading this https://stackoverflow.com/...
Leosa99 _'s user avatar
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1 answer
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Is my single layer perceptron getting biased input some way or the other?

I was working a little bit on a school project my team and I decided to do for submission in the year-end. It's a small game which I call 'Quattro', and its rules are as follows: The game is played ...
Spectre's user avatar
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