Implementation of Perceptron Algorithm for XNOR logic gate with 2-bit binary input.Perceptron is Machine Learning algorithm for supervised learning of various binary classification tasks.Binary ...

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This brief focuses on the perceptron implementation of triple-valued logic functions (TVLFs). Based on the concept of the multiple-valued DNA-like sequence, the weight-threshold values of TVLFs can be ...

The perceptron algorithm, one of the class of gradient descent techniques, has been widely used in pattern recognition to determine linear decision boundaries. While this algorithm is guaranteed to ...

The convergence proof for the Perceptron algorithm is one of the most elegant pieces of math I’ve seen in ML. Most useful: Boosting , especially boosted decision trees.