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If you are looking for an answer to the question What is Artificial Intelligence? and you only have a minute, then here's the definition the Association for the Advancement of Artificial Intelligence offers on its home page: "the scientific understanding of the mechanisms underlying thought and intelligent behavior and their embodiment in machines."

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Troubleshoot 101: How to fix your neural network

#artificialintelligenceMar-26-2022, 19:50:35 GMT

Print/display a couple of input and target output batches to ensure the results are fine. You can also try to input random data to see if the error continues. If it does, it means the neural network is turning data into garbage. So you have to start debugging layer by layer/op by op to locate the issue. Even if your data is fine, the code that pushes the input to the neural network might be broken. Hence, it's important to check the input of the first layer.

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Technology: Information Technology > Artificial Intelligence > Machine Learning > Neural Networks (0.87)

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