August 2019
Intermediate to advanced
342 pages
9h 35m
English
Content preview from Hands-On Artificial Intelligence for Cybersecurity
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Meet NNs at their purest – the Perceptron
The peculiar characteristic that unites all NNs (regardless of their implementation complexity) is that they conceptually mimic the behavior of the human brain. The most basic structure we encounter when we analyze the behavior of the brain, is undoubtedly the neuron.
The Perceptron is one of the first successful implementations of a neuron in the field of Artificial Intelligence (AI). Just like a neuron in the human brain, it is characterized by a layered structure, aimed at associating a result in output to certain input levels, as shown in the following diagram:
In the same way, the artificial representation ...
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