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This paper explores methods to mitigate sleep deprivation effects in the Forward-Forward algorithm, showing accuracy improvements of 2%-62% on MNIST and Fashion-MNIST datasets through techniques like alternative activation and loss optimization.
A study from Columbia University finds that chronic mild sleep deprivation (about 80 minutes less per night) can lead to weight gain and increased sedentary time, challenging prior assumptions that only severe sleep loss affects weight.