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Nvidia GPU Technology Conference Brings Out The AI All Stars

Nvidia GPU Technology Conference Brings Out The AI All Stars
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Predictive Coding has been Unified with Backpropagation

LESSWRONG
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Artificial Neural Networks (ANNs) are based around the backpropagation algorithm. The backpropagation algorithm allows you to perform gradient descent on a network of neurons. When we feed training data through an ANNs, we use the backpropagation algorithm to tell us how the weights should change.
ANNs are good at inference problems. Biological Neural Networks (BNNs) are good at inference too. ANNs are built out of neurons. BNNs are built out of neurons too. It makes intuitive sense that ANNs and BNNs might be running similar algorithms.
There is just one problem: BNNs are physically incapable of running the backpropagation algorithm. ....

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