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Wavelet-Based Parity Detection Revisited: Representation Dependence, Generalization, and Mechanistic Analysis

Mutlu, Ertuğrul
arXiv (All) · Papers
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machine-learningsignal-processing
Parity is exactly determined by the least significant bit (LSB), so machine learning is unnecessary for solving the task. This work instead uses parity as a controlled diagnostic for studying how a classical signal-processing pipeline preserves, amplifies, or suppresses access to symbolic informatio
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