EEG denoising saturates at 3-6.5K parameters on standard benchmarks; reconstruction metrics do not predict and can degrade motor-imagery classification utility.
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How Much Capacity Does EEG Denoising Need? Ultra-Compact Networks reveal Benchmark Saturation and Metric-Utility Gap
EEG denoising saturates at 3-6.5K parameters on standard benchmarks; reconstruction metrics do not predict and can degrade motor-imagery classification utility.