Abstract: Artificial Neural Networks (ANNs) have revolutionized machine learning, mimicking human cognitive abilities to recognize patterns and make decisions. The perceptron, a fundamental unit in ...
Abstract: The symmetric binary perceptron (SBP) is a random constraint satisfaction problem (CSP) and a single-layer neural network; it exhibits intriguing features, most notably a sharp phase ...
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