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Neural Networks

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February 22, 2025

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...

January 26, 2025

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?

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From Equations to Insights: The Science Behind data-driven AI and ML Models

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