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Can a simple neural network really model any Boolean function? While a single-layer perceptron struggles with non-linearly separable problems like XOR, a multi-layer perceptron (MLP) breaks through these limitations - making it a...
Can a simple algorithm mimic how we think and make decisions? Enter the Perceptron - a groundbreaking idea that transformed AI. But how does this single-layer model draw the line between decisions?
Ever wondered how machines mimic human brains? With just a sprinkle of binary magic and logical gates, these simple models laid the foundation for today’s deep learning marvels.
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